Reinforcement Learning, where agents learn from actively interacting with the environment
A selection of Reinforcement Learning Algorithms, mostly tabular methods or environments from OpenAIs gym
environment.
Implemented techniques include:
- Q-Learning
- Sarsa
- n-step Sarsa
- Q(λ)
- Eligibility Traces
- Value Iteration
Function approximation / Deep Q-Learning coming soon.
Using Python 3:
pip install -r requirements.txt