SoulsAI documentation

SoulsAI documentation#

The SoulsAI package implements distributed reinforcement learning algorithms to train agents on SoulsGym environments.

Results#

The video below shows a reinforcement learning agent beating Iudex Gundyr after training on approximately 5 million environment samples. The game runs at 3x speed to accelerate training. The agent is trained using duelling advantage networks with multi-step returns.

Indices and tables#