Nuts and bolts of reinforcement learning algorithms

Pytorch implementations of RL algorithms.

Common utilities applicable to all RL algorithms can be found in rlkits.
Algorithms can be found in rlalgos
Notes about the algorithms can be found in theory
Examples can be found in example
Experiments in Jupyter notebooks can be found in notebooks

To install the package

pip install -e .

Policy gradient methods

Reference