SimpleRL

An implementation of basic RL algorithms

This repo only include simple algorithms on simple environments

Current algorithms:

• Offline Lambda-return (grid world)
• REINFORCE (CartPole-v1)
• Actor Critic (Cartpole-v1)
• Q-learning (Taxi-v3, FrozenLake-v1)
• Deep Q-Network (CartPole-v1)
• Priortized Experience Replay (PER) (Breakout-v5)
• N-step SARSA (FrozenLake-v1)
• SARSA (FrozenLake-v1)