For this project, you will work with the Reacher environment.
In this environment, a double-jointed arm can move to target locations. A reward of +0.1 is provided for each step that the agent's hand is in the goal location. Thus, the goal of your agent is to maintain its position at the target location for as many time steps as possible.
The observation space consists of 33 variables corresponding to position, rotation, velocity, and angular velocities of the arm. Each action is a vector with four numbers, corresponding to torque applicable to two joints. Every entry in the action vector should be a number between -1 and 1.
For this project, we will provide you with two separate versions of the Unity environment:
- The first version contains a single agent.
- The second version contains 20 identical agents, each with its own copy of the environment.
The second version is useful for algorithms like PPO, A3C, and D4PG that use multiple (non-interacting, parallel) copies of the same agent to distribute the task of gathering experience.
Note that your project submission need only solve one of the two versions of the environment.
The task is episodic, and in order to solve the environment, your agent must get an average score of +30 over 100 consecutive episodes.
The barrier for solving the second version of the environment is slightly different, to take into account the presence of many agents. In particular, your agents must get an average score of +30 (over 100 consecutive episodes, and over all agents). Specifically,
- After each episode, we add up the rewards that each agent received (without discounting), to get a score for each agent. This yields 20 (potentially different) scores. We then take the average of these 20 scores.
- This yields an average score for each episode (where the average is over all 20 agents).
The environment is considered solved, when the average (over 100 episodes) of those average scores is at least +30.
-
Download the environment from one of the links below. You need only select the environment that matches your operating system:
-
Version 1: One (1) Agent
- Linux: click here
- Mac OSX: click here
- Windows (32-bit): click here
- Windows (64-bit): click here
-
Version 2: Twenty (20) Agents
- Linux: click here
- Mac OSX: click here
- Windows (32-bit): click here
- Windows (64-bit): click here
(For Windows users) Check out this link if you need help with determining if your computer is running a 32-bit version or 64-bit version of the Windows operating system.
(For AWS) If you'd like to train the agent on AWS (and have not enabled a virtual screen), then please use this link (version 1) or this link (version 2) to obtain the "headless" version of the environment. You will not be able to watch the agent without enabling a virtual screen, but you will be able to train the agent. (To watch the agent, you should follow the instructions to enable a virtual screen, and then download the environment for the Linux operating system above.)
-
-
Place the file in the DRLND GitHub repository, in the
p2_continuous-control/folder, and unzip (or decompress) the file.
First, you need some python packages described in requirements.txt
pip install -r requirements.txtAnd command jupyter notebook, open Report.ipynb and execute the cells to train the agent!
jupyter notebooktotal 102 episodes, achieve 30 average scores on recent 100 episodes!
actor-model: ddpg-20agent-actor.pt
critic-model: ddpg-20agent-critic.pt
Episode 1 Total Average Score: 0.26 Mean: 0.26 Min: 0.00 Max: 0.69 Duration: 70.02
Episode 2 Total Average Score: 0.19 Mean: 0.12 Min: 0.00 Max: 0.66 Duration: 73.76
Episode 3 Total Average Score: 0.21 Mean: 0.26 Min: 0.00 Max: 0.75 Duration: 73.46
Episode 4 Total Average Score: 0.21 Mean: 0.20 Min: 0.00 Max: 0.72 Duration: 74.17
Episode 5 Total Average Score: 0.25 Mean: 0.42 Min: 0.00 Max: 1.03 Duration: 75.87
Episode 6 Total Average Score: 0.38 Mean: 1.05 Min: 0.15 Max: 1.86 Duration: 76.85
Episode 7 Total Average Score: 0.49 Mean: 1.12 Min: 0.40 Max: 1.91 Duration: 76.45
Episode 8 Total Average Score: 0.60 Mean: 1.39 Min: 0.30 Max: 2.70 Duration: 76.47
Episode 9 Total Average Score: 0.66 Mean: 1.09 Min: 0.24 Max: 2.11 Duration: 76.34
Episode 10 Total Average Score: 0.70 Mean: 1.15 Min: 0.27 Max: 2.02 Duration: 77.16
Episode 10 Total Average Score: 0.70
Episode 11 Total Average Score: 0.78 Mean: 1.54 Min: 0.42 Max: 2.66 Duration: 76.78
Episode 12 Total Average Score: 0.87 Mean: 1.85 Min: 0.81 Max: 3.32 Duration: 77.61
Episode 13 Total Average Score: 0.96 Mean: 2.10 Min: 0.36 Max: 3.94 Duration: 77.61
Episode 14 Total Average Score: 1.11 Mean: 2.97 Min: 0.97 Max: 4.95 Duration: 78.30
Episode 15 Total Average Score: 1.26 Mean: 3.45 Min: 0.47 Max: 7.03 Duration: 78.65
Episode 16 Total Average Score: 1.45 Mean: 4.25 Min: 0.85 Max: 7.40 Duration: 79.14
Episode 17 Total Average Score: 1.66 Mean: 5.01 Min: 1.95 Max: 7.01 Duration: 80.02
Episode 18 Total Average Score: 1.89 Mean: 5.78 Min: 1.86 Max: 9.09 Duration: 80.93
Episode 19 Total Average Score: 2.20 Mean: 7.78 Min: 3.24 Max: 12.45 Duration: 81.28
Episode 20 Total Average Score: 2.49 Mean: 7.97 Min: 2.44 Max: 13.52 Duration: 82.39
Episode 20 Total Average Score: 2.49
Episode 21 Total Average Score: 2.90 Mean: 11.21 Min: 5.45 Max: 16.34 Duration: 83.79
Episode 22 Total Average Score: 3.34 Mean: 12.42 Min: 2.51 Max: 21.58 Duration: 84.83
Episode 23 Total Average Score: 3.90 Mean: 16.37 Min: 9.14 Max: 30.48 Duration: 85.51
Episode 24 Total Average Score: 4.42 Mean: 16.36 Min: 6.04 Max: 26.13 Duration: 86.18
Episode 25 Total Average Score: 4.95 Mean: 17.50 Min: 9.74 Max: 25.99 Duration: 87.02
Episode 26 Total Average Score: 5.64 Mean: 23.06 Min: 12.45 Max: 33.42 Duration: 88.76
Episode 27 Total Average Score: 6.42 Mean: 26.63 Min: 13.74 Max: 36.90 Duration: 88.69
Episode 28 Total Average Score: 7.20 Mean: 28.40 Min: 19.12 Max: 39.16 Duration: 90.32
Episode 29 Total Average Score: 7.96 Mean: 29.01 Min: 23.73 Max: 37.61 Duration: 91.34
Episode 30 Total Average Score: 8.66 Mean: 29.04 Min: 19.72 Max: 37.26 Duration: 91.73
Episode 30 Total Average Score: 8.66
Episode 31 Total Average Score: 9.43 Mean: 32.61 Min: 25.11 Max: 38.76 Duration: 92.63
Episode 32 Total Average Score: 10.19 Mean: 33.72 Min: 28.20 Max: 38.67 Duration: 94.59
Episode 33 Total Average Score: 10.99 Mean: 36.67 Min: 32.48 Max: 39.22 Duration: 95.17
Episode 34 Total Average Score: 11.73 Mean: 36.16 Min: 30.93 Max: 39.62 Duration: 96.17
Episode 35 Total Average Score: 12.46 Mean: 37.01 Min: 32.83 Max: 39.22 Duration: 97.75
Episode 36 Total Average Score: 13.10 Mean: 35.83 Min: 29.88 Max: 38.59 Duration: 98.12
Episode 37 Total Average Score: 13.79 Mean: 38.60 Min: 36.41 Max: 39.54 Duration: 98.94
Episode 38 Total Average Score: 14.42 Mean: 37.41 Min: 34.95 Max: 38.80 Duration: 100.59
Episode 39 Total Average Score: 15.03 Mean: 38.44 Min: 36.95 Max: 39.39 Duration: 101.69
Episode 40 Total Average Score: 15.61 Mean: 38.09 Min: 36.37 Max: 39.56 Duration: 102.08
Episode 40 Total Average Score: 15.61
Episode 41 Total Average Score: 16.16 Mean: 38.42 Min: 36.36 Max: 39.61 Duration: 102.86
Episode 42 Total Average Score: 16.71 Mean: 38.89 Min: 38.11 Max: 39.53 Duration: 103.62
Episode 43 Total Average Score: 17.20 Mean: 37.77 Min: 36.33 Max: 38.97 Duration: 104.23
Episode 44 Total Average Score: 17.69 Mean: 38.95 Min: 37.57 Max: 39.53 Duration: 105.24
Episode 45 Total Average Score: 18.15 Mean: 38.37 Min: 34.96 Max: 39.51 Duration: 105.80
Episode 46 Total Average Score: 18.60 Mean: 38.99 Min: 37.35 Max: 39.62 Duration: 103.12
Episode 47 Total Average Score: 19.03 Mean: 38.91 Min: 37.94 Max: 39.58 Duration: 106.89
Episode 48 Total Average Score: 19.45 Mean: 38.78 Min: 35.99 Max: 39.54 Duration: 110.44
Episode 49 Total Average Score: 19.85 Mean: 39.34 Min: 37.77 Max: 39.62 Duration: 110.37
Episode 50 Total Average Score: 20.21 Mean: 37.81 Min: 36.62 Max: 39.09 Duration: 111.89
Episode 50 Total Average Score: 20.21
Episode 51 Total Average Score: 20.58 Mean: 39.06 Min: 37.79 Max: 39.64 Duration: 111.90
Episode 52 Total Average Score: 20.94 Mean: 39.43 Min: 38.90 Max: 39.60 Duration: 111.64
Episode 53 Total Average Score: 21.28 Mean: 38.69 Min: 37.38 Max: 39.64 Duration: 114.09
Episode 54 Total Average Score: 21.60 Mean: 38.81 Min: 37.76 Max: 39.48 Duration: 115.58
Episode 55 Total Average Score: 21.92 Mean: 39.01 Min: 38.12 Max: 39.63 Duration: 115.50
Episode 56 Total Average Score: 22.22 Mean: 38.99 Min: 36.39 Max: 39.58 Duration: 115.61
Episode 57 Total Average Score: 22.51 Mean: 38.77 Min: 36.83 Max: 39.59 Duration: 115.19
Episode 58 Total Average Score: 22.80 Mean: 39.11 Min: 38.02 Max: 39.56 Duration: 116.06
Episode 59 Total Average Score: 23.05 Mean: 37.36 Min: 35.93 Max: 38.99 Duration: 115.97
Episode 60 Total Average Score: 23.31 Mean: 38.66 Min: 36.48 Max: 39.62 Duration: 115.94
Episode 60 Total Average Score: 23.31
Episode 61 Total Average Score: 23.56 Mean: 38.88 Min: 37.99 Max: 39.56 Duration: 115.92
Episode 62 Total Average Score: 23.80 Mean: 38.57 Min: 37.58 Max: 39.49 Duration: 115.91
Episode 63 Total Average Score: 24.04 Mean: 38.77 Min: 37.84 Max: 39.55 Duration: 116.12
Episode 64 Total Average Score: 24.26 Mean: 37.70 Min: 35.88 Max: 39.06 Duration: 116.02
Episode 65 Total Average Score: 24.48 Mean: 39.02 Min: 38.07 Max: 39.54 Duration: 115.79
Episode 66 Total Average Score: 24.69 Mean: 38.35 Min: 36.97 Max: 39.51 Duration: 115.61
Episode 67 Total Average Score: 24.91 Mean: 39.12 Min: 38.24 Max: 39.53 Duration: 114.63
Episode 68 Total Average Score: 25.11 Mean: 38.82 Min: 37.91 Max: 39.45 Duration: 115.28
Episode 69 Total Average Score: 25.30 Mean: 38.34 Min: 37.12 Max: 39.51 Duration: 115.30
Episode 70 Total Average Score: 25.50 Mean: 39.21 Min: 38.76 Max: 39.61 Duration: 115.45
Episode 70 Total Average Score: 25.50
Episode 71 Total Average Score: 25.69 Mean: 38.83 Min: 37.54 Max: 39.41 Duration: 115.62
Episode 72 Total Average Score: 25.87 Mean: 38.65 Min: 37.52 Max: 39.33 Duration: 116.15
Episode 73 Total Average Score: 26.05 Mean: 38.70 Min: 36.63 Max: 39.65 Duration: 115.93
Episode 74 Total Average Score: 26.22 Mean: 39.14 Min: 38.31 Max: 39.65 Duration: 115.50
Episode 75 Total Average Score: 26.39 Mean: 38.75 Min: 37.45 Max: 39.50 Duration: 115.22
Episode 76 Total Average Score: 26.55 Mean: 38.87 Min: 37.85 Max: 39.49 Duration: 115.56
Episode 77 Total Average Score: 26.72 Mean: 39.25 Min: 38.55 Max: 39.58 Duration: 115.54
Episode 78 Total Average Score: 26.87 Mean: 38.48 Min: 36.12 Max: 39.49 Duration: 115.44
Episode 79 Total Average Score: 27.03 Mean: 39.09 Min: 36.85 Max: 39.57 Duration: 115.73
Episode 80 Total Average Score: 27.17 Mean: 38.80 Min: 37.66 Max: 39.64 Duration: 116.13
Episode 80 Total Average Score: 27.17
Episode 81 Total Average Score: 27.31 Mean: 38.51 Min: 37.00 Max: 39.34 Duration: 115.82
Episode 82 Total Average Score: 27.46 Mean: 39.03 Min: 37.87 Max: 39.60 Duration: 115.68
Episode 83 Total Average Score: 27.59 Mean: 38.67 Min: 36.72 Max: 39.62 Duration: 116.72
Episode 84 Total Average Score: 27.72 Mean: 38.46 Min: 37.20 Max: 39.36 Duration: 116.23
Episode 85 Total Average Score: 27.84 Mean: 37.76 Min: 36.03 Max: 39.25 Duration: 116.02
Episode 86 Total Average Score: 27.96 Mean: 38.29 Min: 36.64 Max: 39.60 Duration: 115.01
Episode 87 Total Average Score: 28.08 Mean: 38.64 Min: 36.80 Max: 39.65 Duration: 115.24
Episode 88 Total Average Score: 28.21 Mean: 38.94 Min: 37.86 Max: 39.61 Duration: 115.02
Episode 89 Total Average Score: 28.31 Mean: 37.75 Min: 34.16 Max: 39.32 Duration: 115.16
Episode 90 Total Average Score: 28.41 Mean: 37.11 Min: 34.94 Max: 38.36 Duration: 115.84
Episode 90 Total Average Score: 28.41
Episode 91 Total Average Score: 28.52 Mean: 38.05 Min: 35.55 Max: 39.49 Duration: 112.65
Episode 92 Total Average Score: 28.62 Mean: 37.81 Min: 34.65 Max: 39.54 Duration: 112.54
Episode 93 Total Average Score: 28.72 Mean: 37.82 Min: 35.81 Max: 39.61 Duration: 113.32
Episode 94 Total Average Score: 28.82 Mean: 38.38 Min: 36.62 Max: 39.51 Duration: 113.75
Episode 95 Total Average Score: 28.92 Mean: 38.59 Min: 37.44 Max: 39.63 Duration: 112.70
Episode 96 Total Average Score: 29.02 Mean: 38.47 Min: 36.68 Max: 39.56 Duration: 112.35
Episode 97 Total Average Score: 29.11 Mean: 37.53 Min: 35.69 Max: 39.10 Duration: 111.78
Episode 98 Total Average Score: 29.20 Mean: 37.62 Min: 35.94 Max: 39.18 Duration: 112.74
Episode 99 Total Average Score: 29.29 Mean: 38.24 Min: 36.62 Max: 39.57 Duration: 113.01
Episode 100 Total Average Score: 29.37 Mean: 37.24 Min: 34.45 Max: 39.22 Duration: 113.71
Episode 100 Total Average Score: 29.37
Episode 101 Total Average Score: 29.74 Mean: 37.60 Min: 35.15 Max: 38.93 Duration: 113.80
Episode 102 Total Average Score: 30.12 Mean: 37.59 Min: 35.12 Max: 39.16 Duration: 114.08
Problem Solved after 102 epsisodes!! Total Average score: 30.12
total 385 episodes, achieve 30 average scores on recent 100 episodes!
actor-model: ddpg-1agent-actor.pt
critic-model: ddpg-1agent-critic.pt
Episode 1 Total Average Score: 0.43 Mean: 0.43 Min: 0.43 Max: 0.43 Duration: 6.02
Episode 2 Total Average Score: 0.62 Mean: 0.81 Min: 0.81 Max: 0.81 Duration: 20.14
Episode 3 Total Average Score: 0.66 Mean: 0.75 Min: 0.75 Max: 0.75 Duration: 20.99
Episode 4 Total Average Score: 0.50 Mean: 0.00 Min: 0.00 Max: 0.00 Duration: 22.36
Episode 5 Total Average Score: 0.45 Mean: 0.27 Min: 0.27 Max: 0.27 Duration: 23.64
Episode 6 Total Average Score: 0.38 Mean: 0.00 Min: 0.00 Max: 0.00 Duration: 22.49
Episode 7 Total Average Score: 0.34 Mean: 0.12 Min: 0.12 Max: 0.12 Duration: 21.41
Episode 8 Total Average Score: 0.37 Mean: 0.56 Min: 0.56 Max: 0.56 Duration: 21.16
Episode 9 Total Average Score: 0.39 Mean: 0.56 Min: 0.56 Max: 0.56 Duration: 21.16
Episode 10 Total Average Score: 0.45 Mean: 1.04 Min: 1.04 Max: 1.04 Duration: 21.70
Episode 10 Total Average Score: 0.45
Episode 11 Total Average Score: 0.49 Mean: 0.80 Min: 0.80 Max: 0.80 Duration: 22.05
Episode 12 Total Average Score: 0.55 Mean: 1.23 Min: 1.23 Max: 1.23 Duration: 21.65
Episode 13 Total Average Score: 0.67 Mean: 2.09 Min: 2.09 Max: 2.09 Duration: 21.33
Episode 14 Total Average Score: 0.72 Mean: 1.48 Min: 1.48 Max: 1.48 Duration: 21.57
Episode 15 Total Average Score: 0.70 Mean: 0.30 Min: 0.30 Max: 0.30 Duration: 23.35
Episode 16 Total Average Score: 0.71 Mean: 0.93 Min: 0.93 Max: 0.93 Duration: 22.99
Episode 17 Total Average Score: 0.72 Mean: 0.94 Min: 0.94 Max: 0.94 Duration: 21.53
Episode 18 Total Average Score: 0.75 Mean: 1.18 Min: 1.18 Max: 1.18 Duration: 21.61
Episode 19 Total Average Score: 0.79 Mean: 1.47 Min: 1.47 Max: 1.47 Duration: 22.39
Episode 20 Total Average Score: 0.81 Mean: 1.32 Min: 1.32 Max: 1.32 Duration: 21.50
Episode 20 Total Average Score: 0.81
Episode 21 Total Average Score: 0.86 Mean: 1.83 Min: 1.83 Max: 1.83 Duration: 23.33
Episode 22 Total Average Score: 0.89 Mean: 1.38 Min: 1.38 Max: 1.38 Duration: 22.61
Episode 23 Total Average Score: 0.93 Mean: 1.87 Min: 1.87 Max: 1.87 Duration: 21.74
Episode 24 Total Average Score: 0.99 Mean: 2.43 Min: 2.43 Max: 2.43 Duration: 21.78
Episode 25 Total Average Score: 0.98 Mean: 0.74 Min: 0.74 Max: 0.74 Duration: 21.58
Episode 26 Total Average Score: 1.03 Mean: 2.31 Min: 2.31 Max: 2.31 Duration: 22.37
Episode 27 Total Average Score: 1.02 Mean: 0.61 Min: 0.61 Max: 0.61 Duration: 24.01
Episode 28 Total Average Score: 1.02 Mean: 0.98 Min: 0.98 Max: 0.98 Duration: 21.81
Episode 29 Total Average Score: 1.02 Mean: 1.07 Min: 1.07 Max: 1.07 Duration: 21.88
Episode 30 Total Average Score: 1.03 Mean: 1.50 Min: 1.50 Max: 1.50 Duration: 24.15
Episode 30 Total Average Score: 1.03
Episode 31 Total Average Score: 1.15 Mean: 4.52 Min: 4.52 Max: 4.52 Duration: 26.27
Episode 32 Total Average Score: 1.14 Mean: 1.08 Min: 1.08 Max: 1.08 Duration: 27.95
Episode 33 Total Average Score: 1.17 Mean: 2.00 Min: 2.00 Max: 2.00 Duration: 26.56
Episode 34 Total Average Score: 1.26 Mean: 4.13 Min: 4.13 Max: 4.13 Duration: 23.11
Episode 35 Total Average Score: 1.26 Mean: 1.23 Min: 1.23 Max: 1.23 Duration: 22.50
Episode 36 Total Average Score: 1.31 Mean: 3.15 Min: 3.15 Max: 3.15 Duration: 23.07
Episode 37 Total Average Score: 1.33 Mean: 1.96 Min: 1.96 Max: 1.96 Duration: 21.91
Episode 38 Total Average Score: 1.40 Mean: 4.28 Min: 4.28 Max: 4.28 Duration: 26.14
Episode 39 Total Average Score: 1.49 Mean: 4.63 Min: 4.63 Max: 4.63 Duration: 25.57
Episode 40 Total Average Score: 1.49 Mean: 1.75 Min: 1.75 Max: 1.75 Duration: 28.34
Episode 40 Total Average Score: 1.49
Episode 41 Total Average Score: 1.49 Mean: 1.41 Min: 1.41 Max: 1.41 Duration: 25.53
Episode 42 Total Average Score: 1.52 Mean: 2.90 Min: 2.90 Max: 2.90 Duration: 25.58
Episode 43 Total Average Score: 1.53 Mean: 1.69 Min: 1.69 Max: 1.69 Duration: 28.54
Episode 44 Total Average Score: 1.54 Mean: 2.04 Min: 2.04 Max: 2.04 Duration: 24.41
Episode 45 Total Average Score: 1.60 Mean: 4.29 Min: 4.29 Max: 4.29 Duration: 23.84
Episode 46 Total Average Score: 1.65 Mean: 3.71 Min: 3.71 Max: 3.71 Duration: 24.94
Episode 47 Total Average Score: 1.71 Mean: 4.75 Min: 4.75 Max: 4.75 Duration: 24.43
Episode 48 Total Average Score: 1.71 Mean: 1.37 Min: 1.37 Max: 1.37 Duration: 24.46
Episode 49 Total Average Score: 1.81 Mean: 6.86 Min: 6.86 Max: 6.86 Duration: 24.58
Episode 50 Total Average Score: 1.91 Mean: 6.81 Min: 6.81 Max: 6.81 Duration: 23.94
Episode 50 Total Average Score: 1.91
Episode 51 Total Average Score: 1.99 Mean: 5.75 Min: 5.75 Max: 5.75 Duration: 24.00
Episode 52 Total Average Score: 2.06 Mean: 5.98 Min: 5.98 Max: 5.98 Duration: 24.57
Episode 53 Total Average Score: 2.13 Mean: 5.64 Min: 5.64 Max: 5.64 Duration: 24.07
Episode 54 Total Average Score: 2.23 Mean: 7.41 Min: 7.41 Max: 7.41 Duration: 24.00
Episode 55 Total Average Score: 2.32 Mean: 7.10 Min: 7.10 Max: 7.10 Duration: 24.64
Episode 56 Total Average Score: 2.34 Mean: 3.63 Min: 3.63 Max: 3.63 Duration: 24.65
Episode 57 Total Average Score: 2.35 Mean: 2.60 Min: 2.60 Max: 2.60 Duration: 25.70
Episode 58 Total Average Score: 2.39 Mean: 5.12 Min: 5.12 Max: 5.12 Duration: 31.43
Episode 59 Total Average Score: 2.42 Mean: 4.04 Min: 4.04 Max: 4.04 Duration: 24.29
Episode 60 Total Average Score: 2.51 Mean: 7.61 Min: 7.61 Max: 7.61 Duration: 24.16
Episode 60 Total Average Score: 2.51
Episode 61 Total Average Score: 2.65 Mean: 10.96 Min: 10.96 Max: 10.96 Duration: 24.48
Episode 62 Total Average Score: 2.67 Mean: 3.85 Min: 3.85 Max: 3.85 Duration: 25.31
Episode 63 Total Average Score: 2.72 Mean: 6.24 Min: 6.24 Max: 6.24 Duration: 24.88
Episode 64 Total Average Score: 2.81 Mean: 8.39 Min: 8.39 Max: 8.39 Duration: 24.54
Episode 65 Total Average Score: 2.90 Mean: 8.94 Min: 8.94 Max: 8.94 Duration: 24.56
Episode 66 Total Average Score: 2.95 Mean: 6.19 Min: 6.19 Max: 6.19 Duration: 24.18
Episode 67 Total Average Score: 3.03 Mean: 8.09 Min: 8.09 Max: 8.09 Duration: 24.90
Episode 68 Total Average Score: 3.03 Mean: 3.08 Min: 3.08 Max: 3.08 Duration: 24.32
Episode 69 Total Average Score: 3.05 Mean: 4.57 Min: 4.57 Max: 4.57 Duration: 24.80
Episode 70 Total Average Score: 3.09 Mean: 5.78 Min: 5.78 Max: 5.78 Duration: 25.04
Episode 70 Total Average Score: 3.09
Episode 71 Total Average Score: 3.15 Mean: 7.40 Min: 7.40 Max: 7.40 Duration: 22.38
Episode 72 Total Average Score: 3.18 Mean: 4.99 Min: 4.99 Max: 4.99 Duration: 23.39
Episode 73 Total Average Score: 3.24 Mean: 7.63 Min: 7.63 Max: 7.63 Duration: 26.63
Episode 74 Total Average Score: 3.25 Mean: 4.31 Min: 4.31 Max: 4.31 Duration: 25.56
Episode 75 Total Average Score: 3.33 Mean: 9.02 Min: 9.02 Max: 9.02 Duration: 25.97
Episode 76 Total Average Score: 3.42 Mean: 9.79 Min: 9.79 Max: 9.79 Duration: 23.79
Episode 77 Total Average Score: 3.43 Mean: 4.43 Min: 4.43 Max: 4.43 Duration: 23.69
Episode 78 Total Average Score: 3.51 Mean: 9.47 Min: 9.47 Max: 9.47 Duration: 23.64
Episode 79 Total Average Score: 3.53 Mean: 5.37 Min: 5.37 Max: 5.37 Duration: 23.55
Episode 80 Total Average Score: 3.59 Mean: 8.05 Min: 8.05 Max: 8.05 Duration: 26.41
Episode 80 Total Average Score: 3.59
Episode 81 Total Average Score: 3.66 Mean: 9.21 Min: 9.21 Max: 9.21 Duration: 23.63
Episode 82 Total Average Score: 3.72 Mean: 8.74 Min: 8.74 Max: 8.74 Duration: 23.84
Episode 83 Total Average Score: 3.74 Mean: 5.23 Min: 5.23 Max: 5.23 Duration: 25.05
Episode 84 Total Average Score: 3.77 Mean: 6.53 Min: 6.53 Max: 6.53 Duration: 23.51
Episode 85 Total Average Score: 3.80 Mean: 6.70 Min: 6.70 Max: 6.70 Duration: 24.32
Episode 86 Total Average Score: 3.85 Mean: 7.97 Min: 7.97 Max: 7.97 Duration: 24.38
Episode 87 Total Average Score: 3.91 Mean: 9.23 Min: 9.23 Max: 9.23 Duration: 25.79
Episode 88 Total Average Score: 4.02 Mean: 12.98 Min: 12.98 Max: 12.98 Duration: 24.46
Episode 89 Total Average Score: 4.07 Mean: 8.53 Min: 8.53 Max: 8.53 Duration: 27.01
Episode 90 Total Average Score: 4.09 Mean: 5.92 Min: 5.92 Max: 5.92 Duration: 27.81
Episode 90 Total Average Score: 4.09
Episode 91 Total Average Score: 4.13 Mean: 7.75 Min: 7.75 Max: 7.75 Duration: 29.34
Episode 92 Total Average Score: 4.16 Mean: 7.32 Min: 7.32 Max: 7.32 Duration: 30.07
Episode 93 Total Average Score: 4.27 Mean: 13.58 Min: 13.58 Max: 13.58 Duration: 27.48
Episode 94 Total Average Score: 4.33 Mean: 10.28 Min: 10.28 Max: 10.28 Duration: 25.51
Episode 95 Total Average Score: 4.35 Mean: 6.65 Min: 6.65 Max: 6.65 Duration: 28.37
Episode 96 Total Average Score: 4.39 Mean: 7.90 Min: 7.90 Max: 7.90 Duration: 26.21
Episode 97 Total Average Score: 4.43 Mean: 8.40 Min: 8.40 Max: 8.40 Duration: 28.74
Episode 98 Total Average Score: 4.45 Mean: 6.17 Min: 6.17 Max: 6.17 Duration: 27.12
Episode 99 Total Average Score: 4.53 Mean: 12.39 Min: 12.39 Max: 12.39 Duration: 25.79
Episode 100 Total Average Score: 4.55 Mean: 6.65 Min: 6.65 Max: 6.65 Duration: 25.92
Episode 100 Total Average Score: 4.55
Episode 101 Total Average Score: 4.65 Mean: 10.68 Min: 10.68 Max: 10.68 Duration: 25.67
Episode 102 Total Average Score: 4.72 Mean: 7.13 Min: 7.13 Max: 7.13 Duration: 25.94
Episode 103 Total Average Score: 4.83 Mean: 11.67 Min: 11.67 Max: 11.67 Duration: 27.42
Episode 104 Total Average Score: 4.89 Mean: 6.58 Min: 6.58 Max: 6.58 Duration: 26.64
Episode 105 Total Average Score: 4.99 Mean: 10.20 Min: 10.20 Max: 10.20 Duration: 26.34
Episode 106 Total Average Score: 5.13 Mean: 13.82 Min: 13.82 Max: 13.82 Duration: 26.23
Episode 107 Total Average Score: 5.25 Mean: 12.41 Min: 12.41 Max: 12.41 Duration: 26.41
Episode 108 Total Average Score: 5.36 Mean: 11.57 Min: 11.57 Max: 11.57 Duration: 25.92
Episode 109 Total Average Score: 5.42 Mean: 6.71 Min: 6.71 Max: 6.71 Duration: 26.98
Episode 110 Total Average Score: 5.50 Mean: 8.41 Min: 8.41 Max: 8.41 Duration: 27.84
Episode 110 Total Average Score: 5.50
Episode 111 Total Average Score: 5.65 Mean: 16.40 Min: 16.40 Max: 16.40 Duration: 22.94
Episode 112 Total Average Score: 5.75 Mean: 10.38 Min: 10.38 Max: 10.38 Duration: 22.91
Episode 113 Total Average Score: 5.83 Mean: 10.21 Min: 10.21 Max: 10.21 Duration: 22.88
Episode 114 Total Average Score: 5.87 Mean: 5.79 Min: 5.79 Max: 5.79 Duration: 23.33
Episode 115 Total Average Score: 6.13 Mean: 26.77 Min: 26.77 Max: 26.77 Duration: 22.99
Episode 116 Total Average Score: 6.30 Mean: 17.06 Min: 17.06 Max: 17.06 Duration: 22.87
Episode 117 Total Average Score: 6.42 Mean: 13.18 Min: 13.18 Max: 13.18 Duration: 23.01
Episode 118 Total Average Score: 6.47 Mean: 6.46 Min: 6.46 Max: 6.46 Duration: 23.49
Episode 119 Total Average Score: 6.60 Mean: 14.65 Min: 14.65 Max: 14.65 Duration: 23.42
Episode 120 Total Average Score: 6.72 Mean: 12.60 Min: 12.60 Max: 12.60 Duration: 23.67
Episode 120 Total Average Score: 6.72
Episode 121 Total Average Score: 6.77 Mean: 6.91 Min: 6.91 Max: 6.91 Duration: 22.99
Episode 122 Total Average Score: 6.90 Mean: 15.15 Min: 15.15 Max: 15.15 Duration: 22.98
Episode 123 Total Average Score: 6.97 Mean: 8.90 Min: 8.90 Max: 8.90 Duration: 22.98
Episode 124 Total Average Score: 7.02 Mean: 7.42 Min: 7.42 Max: 7.42 Duration: 23.45
Episode 125 Total Average Score: 7.10 Mean: 8.48 Min: 8.48 Max: 8.48 Duration: 23.01
Episode 126 Total Average Score: 7.21 Mean: 12.88 Min: 12.88 Max: 12.88 Duration: 23.05
Episode 127 Total Average Score: 7.34 Mean: 13.61 Min: 13.61 Max: 13.61 Duration: 24.43
Episode 128 Total Average Score: 7.35 Mean: 1.86 Min: 1.86 Max: 1.86 Duration: 23.82
Episode 129 Total Average Score: 7.44 Mean: 10.18 Min: 10.18 Max: 10.18 Duration: 23.27
Episode 130 Total Average Score: 7.59 Mean: 16.99 Min: 16.99 Max: 16.99 Duration: 23.75
Episode 130 Total Average Score: 7.59
Episode 131 Total Average Score: 7.69 Mean: 14.07 Min: 14.07 Max: 14.07 Duration: 23.75
Episode 132 Total Average Score: 7.90 Mean: 22.58 Min: 22.58 Max: 22.58 Duration: 23.33
Episode 133 Total Average Score: 8.05 Mean: 17.02 Min: 17.02 Max: 17.02 Duration: 23.35
Episode 134 Total Average Score: 8.35 Mean: 34.21 Min: 34.21 Max: 34.21 Duration: 23.60
Episode 135 Total Average Score: 8.49 Mean: 14.86 Min: 14.86 Max: 14.86 Duration: 23.48
Episode 136 Total Average Score: 8.60 Mean: 14.62 Min: 14.62 Max: 14.62 Duration: 23.30
Episode 137 Total Average Score: 8.73 Mean: 14.76 Min: 14.76 Max: 14.76 Duration: 23.40
Episode 138 Total Average Score: 8.83 Mean: 13.88 Min: 13.88 Max: 13.88 Duration: 23.40
Episode 139 Total Average Score: 8.98 Mean: 19.61 Min: 19.61 Max: 19.61 Duration: 23.41
Episode 140 Total Average Score: 9.07 Mean: 11.02 Min: 11.02 Max: 11.02 Duration: 23.68
Episode 140 Total Average Score: 9.07
Episode 141 Total Average Score: 9.19 Mean: 13.05 Min: 13.05 Max: 13.05 Duration: 26.42
Episode 142 Total Average Score: 9.29 Mean: 13.16 Min: 13.16 Max: 13.16 Duration: 23.41
Episode 143 Total Average Score: 9.47 Mean: 20.06 Min: 20.06 Max: 20.06 Duration: 23.62
Episode 144 Total Average Score: 9.57 Mean: 11.24 Min: 11.24 Max: 11.24 Duration: 23.67
Episode 145 Total Average Score: 9.72 Mean: 19.37 Min: 19.37 Max: 19.37 Duration: 24.97
Episode 146 Total Average Score: 9.77 Mean: 8.70 Min: 8.70 Max: 8.70 Duration: 23.41
Episode 147 Total Average Score: 9.85 Mean: 13.35 Min: 13.35 Max: 13.35 Duration: 25.04
Episode 148 Total Average Score: 9.94 Mean: 10.13 Min: 10.13 Max: 10.13 Duration: 25.74
Episode 149 Total Average Score: 10.06 Mean: 18.82 Min: 18.82 Max: 18.82 Duration: 26.18
Episode 150 Total Average Score: 10.15 Mean: 15.49 Min: 15.49 Max: 15.49 Duration: 35.68
Episode 150 Total Average Score: 10.15
Episode 151 Total Average Score: 10.21 Mean: 11.76 Min: 11.76 Max: 11.76 Duration: 28.42
Episode 152 Total Average Score: 10.27 Mean: 12.37 Min: 12.37 Max: 12.37 Duration: 25.38
Episode 153 Total Average Score: 10.36 Mean: 14.69 Min: 14.69 Max: 14.69 Duration: 25.66
Episode 154 Total Average Score: 10.42 Mean: 13.32 Min: 13.32 Max: 13.32 Duration: 27.88
Episode 155 Total Average Score: 10.56 Mean: 21.09 Min: 21.09 Max: 21.09 Duration: 31.56
Episode 156 Total Average Score: 10.60 Mean: 8.16 Min: 8.16 Max: 8.16 Duration: 24.32
Episode 157 Total Average Score: 10.72 Mean: 13.70 Min: 13.70 Max: 13.70 Duration: 23.95
Episode 158 Total Average Score: 10.72 Mean: 5.67 Min: 5.67 Max: 5.67 Duration: 26.10
Episode 159 Total Average Score: 10.86 Mean: 17.68 Min: 17.68 Max: 17.68 Duration: 31.74
Episode 160 Total Average Score: 10.94 Mean: 15.62 Min: 15.62 Max: 15.62 Duration: 34.36
Episode 160 Total Average Score: 10.94
Episode 161 Total Average Score: 10.98 Mean: 14.73 Min: 14.73 Max: 14.73 Duration: 25.24
Episode 162 Total Average Score: 11.03 Mean: 9.03 Min: 9.03 Max: 9.03 Duration: 25.59
Episode 163 Total Average Score: 11.10 Mean: 13.10 Min: 13.10 Max: 13.10 Duration: 25.36
Episode 164 Total Average Score: 11.13 Mean: 11.44 Min: 11.44 Max: 11.44 Duration: 25.16
Episode 165 Total Average Score: 11.21 Mean: 17.46 Min: 17.46 Max: 17.46 Duration: 25.39
Episode 166 Total Average Score: 11.31 Mean: 15.95 Min: 15.95 Max: 15.95 Duration: 25.45
Episode 167 Total Average Score: 11.57 Mean: 34.36 Min: 34.36 Max: 34.36 Duration: 27.87
Episode 168 Total Average Score: 11.67 Mean: 13.24 Min: 13.24 Max: 13.24 Duration: 25.47
Episode 169 Total Average Score: 11.77 Mean: 14.04 Min: 14.04 Max: 14.04 Duration: 23.97
Episode 170 Total Average Score: 11.86 Mean: 14.96 Min: 14.96 Max: 14.96 Duration: 25.98
Episode 170 Total Average Score: 11.86
Episode 171 Total Average Score: 11.90 Mean: 11.65 Min: 11.65 Max: 11.65 Duration: 25.32
Episode 172 Total Average Score: 11.97 Mean: 11.61 Min: 11.61 Max: 11.61 Duration: 25.90
Episode 173 Total Average Score: 11.99 Mean: 9.55 Min: 9.55 Max: 9.55 Duration: 26.13
Episode 174 Total Average Score: 12.10 Mean: 15.30 Min: 15.30 Max: 15.30 Duration: 27.70
Episode 175 Total Average Score: 12.11 Mean: 10.04 Min: 10.04 Max: 10.04 Duration: 26.30
Episode 176 Total Average Score: 12.12 Mean: 11.21 Min: 11.21 Max: 11.21 Duration: 25.39
Episode 177 Total Average Score: 12.32 Mean: 24.58 Min: 24.58 Max: 24.58 Duration: 26.49
Episode 178 Total Average Score: 12.40 Mean: 17.15 Min: 17.15 Max: 17.15 Duration: 26.62
Episode 179 Total Average Score: 12.47 Mean: 12.03 Min: 12.03 Max: 12.03 Duration: 28.03
Episode 180 Total Average Score: 12.45 Mean: 6.41 Min: 6.41 Max: 6.41 Duration: 28.10
Episode 180 Total Average Score: 12.45
Episode 181 Total Average Score: 12.51 Mean: 15.39 Min: 15.39 Max: 15.39 Duration: 28.32
Episode 182 Total Average Score: 12.69 Mean: 26.09 Min: 26.09 Max: 26.09 Duration: 26.38
Episode 183 Total Average Score: 12.81 Mean: 17.29 Min: 17.29 Max: 17.29 Duration: 24.91
Episode 184 Total Average Score: 12.92 Mean: 18.03 Min: 18.03 Max: 18.03 Duration: 24.95
Episode 185 Total Average Score: 13.00 Mean: 14.90 Min: 14.90 Max: 14.90 Duration: 26.00
Episode 186 Total Average Score: 13.08 Mean: 15.69 Min: 15.69 Max: 15.69 Duration: 25.49
Episode 187 Total Average Score: 13.17 Mean: 17.78 Min: 17.78 Max: 17.78 Duration: 25.08
Episode 188 Total Average Score: 13.30 Mean: 25.84 Min: 25.84 Max: 25.84 Duration: 24.82
Episode 189 Total Average Score: 13.40 Mean: 19.46 Min: 19.46 Max: 19.46 Duration: 25.53
Episode 190 Total Average Score: 13.43 Mean: 8.91 Min: 8.91 Max: 8.91 Duration: 24.73
Episode 190 Total Average Score: 13.43
Episode 191 Total Average Score: 13.53 Mean: 17.78 Min: 17.78 Max: 17.78 Duration: 26.52
Episode 192 Total Average Score: 13.61 Mean: 14.96 Min: 14.96 Max: 14.96 Duration: 28.56
Episode 193 Total Average Score: 13.65 Mean: 17.55 Min: 17.55 Max: 17.55 Duration: 26.95
Episode 194 Total Average Score: 13.69 Mean: 13.74 Min: 13.74 Max: 13.74 Duration: 27.33
Episode 195 Total Average Score: 13.68 Mean: 6.31 Min: 6.31 Max: 6.31 Duration: 27.01
Episode 196 Total Average Score: 13.71 Mean: 10.76 Min: 10.76 Max: 10.76 Duration: 27.11
Episode 197 Total Average Score: 13.81 Mean: 18.83 Min: 18.83 Max: 18.83 Duration: 27.90
Episode 198 Total Average Score: 13.96 Mean: 20.21 Min: 20.21 Max: 20.21 Duration: 27.23
Episode 199 Total Average Score: 14.03 Mean: 19.79 Min: 19.79 Max: 19.79 Duration: 26.99
Episode 200 Total Average Score: 14.07 Mean: 11.15 Min: 11.15 Max: 11.15 Duration: 27.70
Episode 200 Total Average Score: 14.07
Episode 201 Total Average Score: 14.16 Mean: 19.57 Min: 19.57 Max: 19.57 Duration: 27.56
Episode 202 Total Average Score: 14.31 Mean: 21.57 Min: 21.57 Max: 21.57 Duration: 27.00
Episode 203 Total Average Score: 14.33 Mean: 14.13 Min: 14.13 Max: 14.13 Duration: 27.17
Episode 204 Total Average Score: 14.48 Mean: 21.42 Min: 21.42 Max: 21.42 Duration: 27.18
Episode 205 Total Average Score: 14.65 Mean: 27.15 Min: 27.15 Max: 27.15 Duration: 27.12
Episode 206 Total Average Score: 14.73 Mean: 22.23 Min: 22.23 Max: 22.23 Duration: 27.23
Episode 207 Total Average Score: 14.72 Mean: 11.40 Min: 11.40 Max: 11.40 Duration: 27.26
Episode 208 Total Average Score: 14.82 Mean: 21.65 Min: 21.65 Max: 21.65 Duration: 27.44
Episode 209 Total Average Score: 14.92 Mean: 16.37 Min: 16.37 Max: 16.37 Duration: 27.29
Episode 210 Total Average Score: 15.07 Mean: 23.15 Min: 23.15 Max: 23.15 Duration: 28.18
Episode 210 Total Average Score: 15.07
Episode 211 Total Average Score: 15.03 Mean: 12.50 Min: 12.50 Max: 12.50 Duration: 27.35
Episode 212 Total Average Score: 15.08 Mean: 15.50 Min: 15.50 Max: 15.50 Duration: 27.42
Episode 213 Total Average Score: 15.23 Mean: 25.39 Min: 25.39 Max: 25.39 Duration: 27.42
Episode 214 Total Average Score: 15.27 Mean: 9.08 Min: 9.08 Max: 9.08 Duration: 27.43
Episode 215 Total Average Score: 15.13 Mean: 13.68 Min: 13.68 Max: 13.68 Duration: 27.87
Episode 216 Total Average Score: 15.06 Mean: 9.14 Min: 9.14 Max: 9.14 Duration: 27.73
Episode 217 Total Average Score: 15.11 Mean: 18.44 Min: 18.44 Max: 18.44 Duration: 27.62
Episode 218 Total Average Score: 15.25 Mean: 20.98 Min: 20.98 Max: 20.98 Duration: 27.51
Episode 219 Total Average Score: 15.26 Mean: 14.97 Min: 14.97 Max: 14.97 Duration: 30.11
Episode 220 Total Average Score: 15.29 Mean: 15.70 Min: 15.70 Max: 15.70 Duration: 27.11
Episode 220 Total Average Score: 15.29
Episode 221 Total Average Score: 15.28 Mean: 5.89 Min: 5.89 Max: 5.89 Duration: 25.94
Episode 222 Total Average Score: 15.21 Mean: 8.52 Min: 8.52 Max: 8.52 Duration: 28.58
Episode 223 Total Average Score: 15.21 Mean: 9.00 Min: 9.00 Max: 9.00 Duration: 28.60
Episode 224 Total Average Score: 15.33 Mean: 19.64 Min: 19.64 Max: 19.64 Duration: 27.69
Episode 225 Total Average Score: 15.41 Mean: 16.04 Min: 16.04 Max: 16.04 Duration: 28.78
Episode 226 Total Average Score: 15.41 Mean: 12.84 Min: 12.84 Max: 12.84 Duration: 26.76
Episode 227 Total Average Score: 15.46 Mean: 18.69 Min: 18.69 Max: 18.69 Duration: 28.42
Episode 228 Total Average Score: 15.80 Mean: 36.13 Min: 36.13 Max: 36.13 Duration: 27.51
Episode 229 Total Average Score: 15.86 Mean: 15.82 Min: 15.82 Max: 15.82 Duration: 29.97
Episode 230 Total Average Score: 15.98 Mean: 28.58 Min: 28.58 Max: 28.58 Duration: 30.11
Episode 230 Total Average Score: 15.98
Episode 231 Total Average Score: 16.01 Mean: 17.63 Min: 17.63 Max: 17.63 Duration: 31.65
Episode 232 Total Average Score: 15.98 Mean: 19.96 Min: 19.96 Max: 19.96 Duration: 31.17
Episode 233 Total Average Score: 16.04 Mean: 22.26 Min: 22.26 Max: 22.26 Duration: 31.23
Episode 234 Total Average Score: 15.85 Mean: 15.67 Min: 15.67 Max: 15.67 Duration: 29.72
Episode 235 Total Average Score: 15.84 Mean: 13.75 Min: 13.75 Max: 13.75 Duration: 30.05
Episode 236 Total Average Score: 15.76 Mean: 6.78 Min: 6.78 Max: 6.78 Duration: 29.90
Episode 237 Total Average Score: 15.75 Mean: 13.48 Min: 13.48 Max: 13.48 Duration: 28.59
Episode 238 Total Average Score: 15.75 Mean: 13.71 Min: 13.71 Max: 13.71 Duration: 28.75
Episode 239 Total Average Score: 15.86 Mean: 30.52 Min: 30.52 Max: 30.52 Duration: 28.26
Episode 240 Total Average Score: 15.94 Mean: 19.57 Min: 19.57 Max: 19.57 Duration: 28.37
Episode 240 Total Average Score: 15.94
Episode 241 Total Average Score: 16.04 Mean: 22.53 Min: 22.53 Max: 22.53 Duration: 28.07
Episode 242 Total Average Score: 16.05 Mean: 14.22 Min: 14.22 Max: 14.22 Duration: 27.06
Episode 243 Total Average Score: 16.00 Mean: 15.41 Min: 15.41 Max: 15.41 Duration: 27.76
Episode 244 Total Average Score: 16.03 Mean: 14.59 Min: 14.59 Max: 14.59 Duration: 28.40
Episode 245 Total Average Score: 15.95 Mean: 11.21 Min: 11.21 Max: 11.21 Duration: 29.00
Episode 246 Total Average Score: 15.96 Mean: 9.33 Min: 9.33 Max: 9.33 Duration: 28.92
Episode 247 Total Average Score: 16.07 Mean: 24.11 Min: 24.11 Max: 24.11 Duration: 29.15
Episode 248 Total Average Score: 16.15 Mean: 18.44 Min: 18.44 Max: 18.44 Duration: 29.62
Episode 249 Total Average Score: 16.14 Mean: 17.92 Min: 17.92 Max: 17.92 Duration: 28.50
Episode 250 Total Average Score: 16.26 Mean: 27.43 Min: 27.43 Max: 27.43 Duration: 28.92
Episode 250 Total Average Score: 16.26
Episode 251 Total Average Score: 16.31 Mean: 17.04 Min: 17.04 Max: 17.04 Duration: 28.51
Episode 252 Total Average Score: 16.36 Mean: 16.87 Min: 16.87 Max: 16.87 Duration: 29.99
Episode 253 Total Average Score: 16.32 Mean: 11.18 Min: 11.18 Max: 11.18 Duration: 30.54
Episode 254 Total Average Score: 16.48 Mean: 28.57 Min: 28.57 Max: 28.57 Duration: 29.32
Episode 255 Total Average Score: 16.50 Mean: 23.47 Min: 23.47 Max: 23.47 Duration: 28.11
Episode 256 Total Average Score: 16.63 Mean: 21.46 Min: 21.46 Max: 21.46 Duration: 30.26
Episode 257 Total Average Score: 16.69 Mean: 19.42 Min: 19.42 Max: 19.42 Duration: 28.18
Episode 258 Total Average Score: 16.80 Mean: 17.11 Min: 17.11 Max: 17.11 Duration: 30.10
Episode 259 Total Average Score: 16.78 Mean: 15.60 Min: 15.60 Max: 15.60 Duration: 30.36
Episode 260 Total Average Score: 16.86 Mean: 23.53 Min: 23.53 Max: 23.53 Duration: 29.54
Episode 260 Total Average Score: 16.86
Episode 261 Total Average Score: 17.03 Mean: 31.33 Min: 31.33 Max: 31.33 Duration: 28.39
Episode 262 Total Average Score: 17.04 Mean: 10.34 Min: 10.34 Max: 10.34 Duration: 28.02
Episode 263 Total Average Score: 17.12 Mean: 20.46 Min: 20.46 Max: 20.46 Duration: 27.92
Episode 264 Total Average Score: 17.16 Mean: 16.37 Min: 16.37 Max: 16.37 Duration: 28.07
Episode 265 Total Average Score: 17.28 Mean: 28.94 Min: 28.94 Max: 28.94 Duration: 27.93
Episode 266 Total Average Score: 17.34 Mean: 22.24 Min: 22.24 Max: 22.24 Duration: 28.29
Episode 267 Total Average Score: 17.24 Mean: 24.22 Min: 24.22 Max: 24.22 Duration: 27.91
Episode 268 Total Average Score: 17.39 Mean: 27.85 Min: 27.85 Max: 27.85 Duration: 27.76
Episode 269 Total Average Score: 17.44 Mean: 18.89 Min: 18.89 Max: 18.89 Duration: 27.88
Episode 270 Total Average Score: 17.53 Mean: 23.96 Min: 23.96 Max: 23.96 Duration: 27.75
Episode 270 Total Average Score: 17.53
Episode 271 Total Average Score: 17.61 Mean: 19.65 Min: 19.65 Max: 19.65 Duration: 29.00
Episode 272 Total Average Score: 17.74 Mean: 25.21 Min: 25.21 Max: 25.21 Duration: 27.60
Episode 273 Total Average Score: 17.88 Mean: 23.48 Min: 23.48 Max: 23.48 Duration: 31.45
Episode 274 Total Average Score: 17.95 Mean: 22.21 Min: 22.21 Max: 22.21 Duration: 28.06
Episode 275 Total Average Score: 18.03 Mean: 18.11 Min: 18.11 Max: 18.11 Duration: 28.58
Episode 276 Total Average Score: 18.12 Mean: 20.13 Min: 20.13 Max: 20.13 Duration: 27.25
Episode 277 Total Average Score: 18.13 Mean: 25.35 Min: 25.35 Max: 25.35 Duration: 30.60
Episode 278 Total Average Score: 18.08 Mean: 12.64 Min: 12.64 Max: 12.64 Duration: 27.99
Episode 279 Total Average Score: 18.20 Mean: 24.00 Min: 24.00 Max: 24.00 Duration: 27.87
Episode 280 Total Average Score: 18.38 Mean: 24.09 Min: 24.09 Max: 24.09 Duration: 27.62
Episode 280 Total Average Score: 18.38
Episode 281 Total Average Score: 18.51 Mean: 28.63 Min: 28.63 Max: 28.63 Duration: 28.02
Episode 282 Total Average Score: 18.59 Mean: 34.12 Min: 34.12 Max: 34.12 Duration: 28.45
Episode 283 Total Average Score: 18.53 Mean: 10.67 Min: 10.67 Max: 10.67 Duration: 32.83
Episode 284 Total Average Score: 18.58 Mean: 23.05 Min: 23.05 Max: 23.05 Duration: 28.37
Episode 285 Total Average Score: 18.62 Mean: 19.32 Min: 19.32 Max: 19.32 Duration: 27.73
Episode 286 Total Average Score: 18.74 Mean: 27.90 Min: 27.90 Max: 27.90 Duration: 27.09
Episode 287 Total Average Score: 18.90 Mean: 33.34 Min: 33.34 Max: 33.34 Duration: 28.77
Episode 288 Total Average Score: 18.85 Mean: 20.97 Min: 20.97 Max: 20.97 Duration: 27.65
Episode 289 Total Average Score: 18.90 Mean: 24.20 Min: 24.20 Max: 24.20 Duration: 29.40
Episode 290 Total Average Score: 19.03 Mean: 22.61 Min: 22.61 Max: 22.61 Duration: 29.46
Episode 290 Total Average Score: 19.03
Episode 291 Total Average Score: 19.08 Mean: 22.89 Min: 22.89 Max: 22.89 Duration: 29.73
Episode 292 Total Average Score: 19.23 Mean: 29.17 Min: 29.17 Max: 29.17 Duration: 27.80
Episode 293 Total Average Score: 19.29 Mean: 24.20 Min: 24.20 Max: 24.20 Duration: 28.51
Episode 294 Total Average Score: 19.42 Mean: 26.31 Min: 26.31 Max: 26.31 Duration: 27.08
Episode 295 Total Average Score: 19.67 Mean: 31.90 Min: 31.90 Max: 31.90 Duration: 27.09
Episode 296 Total Average Score: 19.87 Mean: 30.40 Min: 30.40 Max: 30.40 Duration: 27.28
Episode 297 Total Average Score: 19.99 Mean: 30.52 Min: 30.52 Max: 30.52 Duration: 27.06
Episode 298 Total Average Score: 20.05 Mean: 26.19 Min: 26.19 Max: 26.19 Duration: 28.37
Episode 299 Total Average Score: 20.14 Mean: 29.41 Min: 29.41 Max: 29.41 Duration: 28.65
Episode 300 Total Average Score: 20.28 Mean: 25.08 Min: 25.08 Max: 25.08 Duration: 29.41
Episode 300 Total Average Score: 20.28
Episode 301 Total Average Score: 20.25 Mean: 16.70 Min: 16.70 Max: 16.70 Duration: 29.35
Episode 302 Total Average Score: 20.32 Mean: 28.57 Min: 28.57 Max: 28.57 Duration: 28.18
Episode 303 Total Average Score: 20.45 Mean: 26.23 Min: 26.23 Max: 26.23 Duration: 28.03
Episode 304 Total Average Score: 20.53 Mean: 29.94 Min: 29.94 Max: 29.94 Duration: 32.18
Episode 305 Total Average Score: 20.59 Mean: 33.30 Min: 33.30 Max: 33.30 Duration: 28.75
Episode 306 Total Average Score: 20.66 Mean: 29.08 Min: 29.08 Max: 29.08 Duration: 28.29
Episode 307 Total Average Score: 20.83 Mean: 28.17 Min: 28.17 Max: 28.17 Duration: 28.46
Episode 308 Total Average Score: 20.89 Mean: 28.31 Min: 28.31 Max: 28.31 Duration: 27.97
Episode 309 Total Average Score: 21.10 Mean: 37.17 Min: 37.17 Max: 37.17 Duration: 27.79
Episode 310 Total Average Score: 21.23 Mean: 36.11 Min: 36.11 Max: 36.11 Duration: 28.54
Episode 310 Total Average Score: 21.23
Episode 311 Total Average Score: 21.39 Mean: 28.41 Min: 28.41 Max: 28.41 Duration: 28.27
Episode 312 Total Average Score: 21.51 Mean: 27.46 Min: 27.46 Max: 27.46 Duration: 28.78
Episode 313 Total Average Score: 21.58 Mean: 32.47 Min: 32.47 Max: 32.47 Duration: 29.05
Episode 314 Total Average Score: 21.78 Mean: 28.92 Min: 28.92 Max: 28.92 Duration: 28.29
Episode 315 Total Average Score: 21.76 Mean: 11.71 Min: 11.71 Max: 11.71 Duration: 28.39
Episode 316 Total Average Score: 21.99 Mean: 32.44 Min: 32.44 Max: 32.44 Duration: 29.09
Episode 317 Total Average Score: 22.14 Mean: 33.47 Min: 33.47 Max: 33.47 Duration: 29.29
Episode 318 Total Average Score: 22.08 Mean: 14.94 Min: 14.94 Max: 14.94 Duration: 28.43
Episode 319 Total Average Score: 22.24 Mean: 30.57 Min: 30.57 Max: 30.57 Duration: 28.61
Episode 320 Total Average Score: 22.40 Mean: 32.17 Min: 32.17 Max: 32.17 Duration: 28.61
Episode 320 Total Average Score: 22.40
Episode 321 Total Average Score: 22.70 Mean: 35.01 Min: 35.01 Max: 35.01 Duration: 29.52
Episode 322 Total Average Score: 22.94 Mean: 33.09 Min: 33.09 Max: 33.09 Duration: 28.90
Episode 323 Total Average Score: 23.13 Mean: 27.66 Min: 27.66 Max: 27.66 Duration: 30.02
Episode 324 Total Average Score: 23.19 Mean: 26.14 Min: 26.14 Max: 26.14 Duration: 29.98
Episode 325 Total Average Score: 23.15 Mean: 11.52 Min: 11.52 Max: 11.52 Duration: 28.64
Episode 326 Total Average Score: 23.34 Mean: 31.73 Min: 31.73 Max: 31.73 Duration: 29.97
Episode 327 Total Average Score: 23.49 Mean: 33.79 Min: 33.79 Max: 33.79 Duration: 28.66
Episode 328 Total Average Score: 23.43 Mean: 30.11 Min: 30.11 Max: 30.11 Duration: 29.06
Episode 329 Total Average Score: 23.60 Mean: 33.53 Min: 33.53 Max: 33.53 Duration: 27.91
Episode 330 Total Average Score: 23.65 Mean: 33.31 Min: 33.31 Max: 33.31 Duration: 29.92
Episode 330 Total Average Score: 23.65
Episode 331 Total Average Score: 23.76 Mean: 28.83 Min: 28.83 Max: 28.83 Duration: 28.76
Episode 332 Total Average Score: 23.92 Mean: 35.94 Min: 35.94 Max: 35.94 Duration: 29.43
Episode 333 Total Average Score: 24.03 Mean: 33.41 Min: 33.41 Max: 33.41 Duration: 30.88
Episode 334 Total Average Score: 24.06 Mean: 17.96 Min: 17.96 Max: 17.96 Duration: 28.10
Episode 335 Total Average Score: 24.16 Mean: 23.52 Min: 23.52 Max: 23.52 Duration: 27.96
Episode 336 Total Average Score: 24.43 Mean: 34.60 Min: 34.60 Max: 34.60 Duration: 28.15
Episode 337 Total Average Score: 24.52 Mean: 21.98 Min: 21.98 Max: 21.98 Duration: 28.00
Episode 338 Total Average Score: 24.62 Mean: 23.86 Min: 23.86 Max: 23.86 Duration: 28.84
Episode 339 Total Average Score: 24.54 Mean: 22.84 Min: 22.84 Max: 22.84 Duration: 30.53
Episode 340 Total Average Score: 24.69 Mean: 34.19 Min: 34.19 Max: 34.19 Duration: 31.90
Episode 340 Total Average Score: 24.69
Episode 341 Total Average Score: 24.76 Mean: 29.50 Min: 29.50 Max: 29.50 Duration: 29.82
Episode 342 Total Average Score: 24.96 Mean: 34.78 Min: 34.78 Max: 34.78 Duration: 29.77
Episode 343 Total Average Score: 25.11 Mean: 30.37 Min: 30.37 Max: 30.37 Duration: 28.82
Episode 344 Total Average Score: 25.19 Mean: 21.72 Min: 21.72 Max: 21.72 Duration: 32.07
Episode 345 Total Average Score: 25.42 Mean: 34.60 Min: 34.60 Max: 34.60 Duration: 28.95
Episode 346 Total Average Score: 25.69 Mean: 36.44 Min: 36.44 Max: 36.44 Duration: 29.60
Episode 347 Total Average Score: 25.78 Mean: 33.06 Min: 33.06 Max: 33.06 Duration: 29.23
Episode 348 Total Average Score: 25.89 Mean: 28.95 Min: 28.95 Max: 28.95 Duration: 30.04
Episode 349 Total Average Score: 26.01 Mean: 30.45 Min: 30.45 Max: 30.45 Duration: 29.49
Episode 350 Total Average Score: 26.10 Mean: 36.86 Min: 36.86 Max: 36.86 Duration: 30.84
Episode 350 Total Average Score: 26.10
Episode 351 Total Average Score: 26.21 Mean: 27.30 Min: 27.30 Max: 27.30 Duration: 30.16
Episode 352 Total Average Score: 26.32 Mean: 28.55 Min: 28.55 Max: 28.55 Duration: 30.89
Episode 353 Total Average Score: 26.48 Mean: 26.95 Min: 26.95 Max: 26.95 Duration: 28.49
Episode 354 Total Average Score: 26.50 Mean: 30.69 Min: 30.69 Max: 30.69 Duration: 28.71
Episode 355 Total Average Score: 26.56 Mean: 29.12 Min: 29.12 Max: 29.12 Duration: 28.53
Episode 356 Total Average Score: 26.72 Mean: 37.48 Min: 37.48 Max: 37.48 Duration: 28.57
Episode 357 Total Average Score: 26.87 Mean: 34.25 Min: 34.25 Max: 34.25 Duration: 28.55
Episode 358 Total Average Score: 27.05 Mean: 35.09 Min: 35.09 Max: 35.09 Duration: 29.00
Episode 359 Total Average Score: 27.17 Mean: 28.06 Min: 28.06 Max: 28.06 Duration: 29.33
Episode 360 Total Average Score: 27.23 Mean: 28.84 Min: 28.84 Max: 28.84 Duration: 28.69
Episode 360 Total Average Score: 27.23
Episode 361 Total Average Score: 27.12 Mean: 20.89 Min: 20.89 Max: 20.89 Duration: 28.70
Episode 362 Total Average Score: 27.31 Mean: 29.31 Min: 29.31 Max: 29.31 Duration: 28.78
Episode 363 Total Average Score: 27.41 Mean: 30.79 Min: 30.79 Max: 30.79 Duration: 28.84
Episode 364 Total Average Score: 27.57 Mean: 31.47 Min: 31.47 Max: 31.47 Duration: 29.62
Episode 365 Total Average Score: 27.64 Mean: 36.19 Min: 36.19 Max: 36.19 Duration: 29.02
Episode 366 Total Average Score: 27.74 Mean: 32.82 Min: 32.82 Max: 32.82 Duration: 28.88
Episode 367 Total Average Score: 27.87 Mean: 36.50 Min: 36.50 Max: 36.50 Duration: 29.21
Episode 368 Total Average Score: 27.93 Mean: 34.35 Min: 34.35 Max: 34.35 Duration: 29.14
Episode 369 Total Average Score: 28.05 Mean: 30.63 Min: 30.63 Max: 30.63 Duration: 28.92
Episode 370 Total Average Score: 28.18 Mean: 37.20 Min: 37.20 Max: 37.20 Duration: 28.94
Episode 370 Total Average Score: 28.18
Episode 371 Total Average Score: 28.26 Mean: 27.55 Min: 27.55 Max: 27.55 Duration: 29.01
Episode 372 Total Average Score: 28.36 Mean: 35.02 Min: 35.02 Max: 35.02 Duration: 28.89
Episode 373 Total Average Score: 28.49 Mean: 36.27 Min: 36.27 Max: 36.27 Duration: 29.02
Episode 374 Total Average Score: 28.64 Mean: 37.26 Min: 37.26 Max: 37.26 Duration: 29.37
Episode 375 Total Average Score: 28.79 Mean: 33.35 Min: 33.35 Max: 33.35 Duration: 29.17
Episode 376 Total Average Score: 28.95 Mean: 36.25 Min: 36.25 Max: 36.25 Duration: 28.99
Episode 377 Total Average Score: 29.06 Mean: 36.13 Min: 36.13 Max: 36.13 Duration: 29.08
Episode 378 Total Average Score: 29.28 Mean: 34.82 Min: 34.82 Max: 34.82 Duration: 31.41
Episode 379 Total Average Score: 29.37 Mean: 32.79 Min: 32.79 Max: 32.79 Duration: 33.35
Episode 380 Total Average Score: 29.47 Mean: 34.23 Min: 34.23 Max: 34.23 Duration: 34.34
Episode 380 Total Average Score: 29.47
Episode 381 Total Average Score: 29.51 Mean: 32.42 Min: 32.42 Max: 32.42 Duration: 30.20
Episode 382 Total Average Score: 29.52 Mean: 35.40 Min: 35.40 Max: 35.40 Duration: 32.04
Episode 383 Total Average Score: 29.73 Mean: 32.16 Min: 32.16 Max: 32.16 Duration: 32.03
Episode 384 Total Average Score: 29.88 Mean: 37.98 Min: 37.98 Max: 37.98 Duration: 33.27
Episode 385 Total Average Score: 30.03 Mean: 33.64 Min: 33.64 Max: 33.64 Duration: 32.71
Problem Solved after 385 epsisodes!! Total Average score: 30.03