RL-Project

Example usage

Sarsa(Lambda) algorithm Train python3 run_sarsa_lambda.py --verbose

Test python3 run_sarsa_lambda.py --verbose --iter 10 --load_path weights.npy

TAMER algorithm Train python3 run_tamer.py --verbose

Test python3 run_tamer.py --verbose --load_path tamer.npy

Name		Name	Last commit message	Last commit date
Latest commit History 19 Commits
Saved_weights		Saved_weights
.DS_Store		.DS_Store
.gitignore		.gitignore
Bargraph.png		Bargraph.png
Main_Plot.png		Main_Plot.png
README.md		README.md
Results		Results
collect_demonstrations.py		collect_demonstrations.py
demo_rl.py		demo_rl.py
demo_sarsa.py		demo_sarsa.py
demo_tamer_rl1.py		demo_tamer_rl1.py
demo_tamer_rl2.py		demo_tamer_rl2.py
demo_tamer_rl3.py		demo_tamer_rl3.py
demo_tamer_rl4.py		demo_tamer_rl4.py
exp_demorl_pess		exp_demorl_pess
exp_demotamerrl4_pess		exp_demotamerrl4_pess
exp_sarsalam		exp_sarsalam
exp_sarsalam_pess		exp_sarsalam_pess
exp_tamerrl_opt		exp_tamerrl_opt
exp_tamerrl_pess		exp_tamerrl_pess
generate_plots.py		generate_plots.py
learn_q_demo.py		learn_q_demo.py
model.py		model.py
run_all.sh		run_all.sh
run_exp.sh		run_exp.sh
run_sarsa.sh		run_sarsa.sh
run_sarsa_lambda.py		run_sarsa_lambda.py
run_tamer.py		run_tamer.py
run_tamer_rl.py		run_tamer_rl.py
sarsa_lambda.npy		sarsa_lambda.npy
sarsa_lambda.py		sarsa_lambda.py
sarsa_lamdbavary2		sarsa_lamdbavary2
tamer.py		tamer.py
tamer_rl.npy		tamer_rl.npy
tamer_rl.py		tamer_rl.py
utils.py		utils.py