/basic-rl-algos

Implementations of fundamental RL algorithms

Primary LanguagePython

basic-rl-algos

Implementations of fundamental RL algorithms

  • modelBased.py: Policy iteration, value iteration and modified policy iteration (the idea of GPI).
  • modelFree.py: Implemenetation of Monte Carlo (in branch monte_carlo) and TD(lambda) with eligibility traces and linear function approximation.