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best_algs.py
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#Best models per tracefile, by visual inspection of reward (plot_avg_reward.ipynb)
from collections import defaultdict
best_models_dict = defaultdict(dict)
one_conf_models_dict = defaultdict(dict)
best_models_dict["WIRED_900kbps"][200] = "SAC_WIRED_900kbps_200_delay_True_norm_states_True_tuned_True_reward_profile_0_seed_22"
best_models_dict["WIRED_200kbps"][200] = "TD3_WIRED_200kbps_200_delay_False_norm_states_True_tuned_False_reward_profile_0_seed_22"
best_models_dict["WIRED_35mbps"][200] = "TD3_WIRED_35mbps_200_delay_True_norm_states_True_tuned_False_reward_profile_0_seed_22"
best_models_dict["4G_700kbps"][200] = "TD3_4G_700kbps_200_delay_True_norm_states_True_tuned_False_reward_profile_0_seed_22"
best_models_dict["4G_3mbps"][200] = "SAC_4G_3mbps_200_delay_True_norm_states_True_tuned_True_reward_profile_0_seed_22"
best_models_dict["4G_500kbps"][200] = "TD3_4G_500kbps_200_delay_True_norm_states_True_tuned_True_reward_profile_0_seed_22"
best_models_dict["5G_12mbps"][200] = "TD3_5G_12mbps_200_delay_True_norm_states_True_tuned_False_reward_profile_0_seed_22"
best_models_dict["5G_13mbps"][200] = "TD3_5G_13mbps_200_delay_False_norm_states_True_tuned_False_reward_profile_0_seed_22"
best_models_dict["trace_300k"][200] = "TD3_trace_300k_200_delay_True_norm_states_True_tuned_True_reward_profile_0_seed_22"
one_conf_models_dict["WIRED_200kbps"][200] = "TD3_WIRED_200kbps_200_delay_True_norm_states_True_tuned_False_reward_profile_0_seed_22"
one_conf_models_dict["WIRED_900kbps"][200] = "TD3_WIRED_900kbps_200_delay_True_norm_states_True_tuned_False_reward_profile_0_seed_22"
one_conf_models_dict["WIRED_35mbps"][200] = "TD3_WIRED_35mbps_200_delay_True_norm_states_True_tuned_False_reward_profile_0_seed_22"
one_conf_models_dict["4G_500kbps"][200] = "TD3_4G_500kbps_200_delay_True_norm_states_True_tuned_False_reward_profile_0_seed_22"
one_conf_models_dict["4G_700kbps"][200] = "TD3_4G_700kbps_200_delay_True_norm_states_True_tuned_False_reward_profile_0_seed_22"
one_conf_models_dict["4G_3mbps"][200] = "TD3_4G_3mbps_200_delay_True_norm_states_True_tuned_False_reward_profile_0_seed_22"
one_conf_models_dict["5G_12mbps"][200] = "TD3_5G_12mbps_200_delay_True_norm_states_True_tuned_False_reward_profile_0_seed_22"
one_conf_models_dict["5G_13mbps"][200] = "TD3_5G_13mbps_200_delay_True_norm_states_True_tuned_False_reward_profile_0_seed_22"
one_conf_models_dict["trace_300k"][200] = "TD3_trace_300k_200_delay_True_norm_states_True_tuned_False_reward_profile_0_seed_22"