The idea behind this reposity is to build Reinforcement Learning solutions to different type of games / environments.
python 3.7
- PPO
- BipedalWalker-v2
python ppo.py -env BipedalWalker-v3
- LunarLanderContinuous
python ppo.py -env LunarLanderContinuous-v2 -e 50
- BipedalWalker-v2
- DDPG
- MontainCarContinuous
python ddpg.py -env MountainCarContinuous-v0 -t 100 -noise 1
- Pendulum-v0
python ddpg.py -env Pendulum-v0 -t 200
- MontainCarContinuous
-
REINFORCE
- Cartpole
-
Q-Learning
- TicTacToe
-
DQN
- Cartpole
- Pong
- SpaceInvaders
- Breakout
- Solution done with Samuel Heinrichs - Link to video in image below