PyCubeAI
Contents
- Overview
- Installation
- RL Examples
- Some basic concepts (Python)
- TD Examples (Python)
- Some basic concepts (C++)
- Iterative policy evaluation on
FrozenLake-v0
(C++) - Iterative policy evaluation on
FrozenLake-v0
(Python) - Policy iteration on
FrozenLake-v0
(C++) - Policy iteration on
FrozenLake-v0
(Python) - Value iteration on
FrozenLake-v0
(C++) - Value iteration on
FrozenLake-v0
(Python) - SARSA on
CliffWalking-v0
(C++) - Q-learning on
CliffWalking-v0
(C++) - REINFORCE on
CartPole-v0
(C++) - Q-learning
CartPole-v0
(C++) - Double Q-learning on
CartPole-v0
- Webots controller development-getting started
- Simple Q-learning based controller for
epuck
robot
- Filtering examples
- Miscellaneous Examples
- Specification
- Resources
- API (Python)