Settings API Reference rein v0.1.0

Reinforcement Learning training and inference framework

The behaviour that should be implemented by a Rein agent module.

Deep Deterministic Policy Gradient implementation.

Deep Q-Learning implementation.

Q-Learning implementation.

Soft Actor-Critic implementation.

Defines an environment to be passed to Rein.

Gridworld environment with 4 discrete actions.

Circular Buffer utility via Nx Containers.

Ornstein-Uhlenbeck (OU for short) noise generator for temporally correlated noise.