kibaamor/rl-code

Reinforcement Learning Code Snippet

Reinforcement Learning Code Snippet

Understand the basic concepts in reinforcement learning

HowToRun

1. install requirements

   pip install -r requirements.txt

2. run code

   cd value-based/tabular
   
   # test sarsa code
   python -m sarsa
   # if running in terminal without display, use blow command
   xvfb-run -a -s "-screen 0 1400x900x24" python -m raw_dqn

1. Value Based Learning

1.1 Tabular Based

1. Sarsa
2. Q-Learning

1.2 Nerual Network Based

1. DQN
2. Double DQN

2. Policy Based Learning

3. Actor-Critic