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sichkar-valentyn / Reinforcement_Learning_in_Python

Star 407

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

reinforcement-learning q-learning path-planning rl-agents reinforcement-learning-algorithms sarsa maze-algorithms obstacle-avoidance maze-solver shortest-path rl-playground sarsa-learning sarsa-search rl-emulator rl-environment rl-algorithms rl-experiments rl-qlearning q-learning-vs-sarsa rl-sarsa
  • Updated Apr 25, 2022
  • Python
AppliedGameTheoryHomeworkSolutions

NikolaZubic / AppliedGameTheoryHomeworkSolutions

Star 7

Solutions for course: "Applied Game Theory" taken at University of Novi Sad - Faculty of Technical Sciences

tic-tac-toe blackjack q-learning game-theory minimax-algorithm multi-armed-bandit softmax monte-carlo-methods bellman-ford-algorithm evolutionary-game-theory sarsa-learning temporal-difference-learning markov-decision-process softmax-policy cournot-competition instigation-game applied-game-theory
  • Updated Jan 18, 2021
  • Jupyter Notebook

prakHr / Reinforcement-Learning-Book

Star 4

[Book] :- Andrea Lonza - Reinforcement Learning Algorithms with Python_ Learn, understand, and develop smart algorithms for addressing AI challenges-Packt Publishing (2019)

tensorflow dagger dqn gym policy-gradient reinforcement-learning-algorithms reinforce ddpg policy-iteration value-iteration actor-critic baseline-cnns trpo pybox2d gym-environment roboschool sarsa-learning td3 multiarmed-bandits duckietown-environment
  • Updated Jul 3, 2020
  • Python

nikhilpodila / Reinforcement-Learning-Inverted-Pendulum

Star 3

This is the repository of the Final Semester Undergraduation Project on Reinforcement Learning (Inverted Pendulum problem) done by Nikhil Podila and Savinay Nagendra. The project was performed under the guidance of Professor Koshy George at the Center of Intelligent Systems in PES Institute of Technology, Bangalore, India

reinforcement-learning q-learning cartpole inverted-pendulum sarsa-learning cartpole-problem
  • Updated Jan 20, 2020
  • MATLAB

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