zhangxiaohan123 / successor_examples

Tutorials on learning and using successor representations.

Successor Representation Examples

Examples of successor representation learning.

Requirements

Python 3 and Jupyter notebook.

See requirements.txt for additiona python package requirements.

Example Notebooks

• SR-SARSA - Jupyter Notebook which walks through example of learning to solve gridworld task with moving reward location. Uses tabular successor representation trained using SARSA algorithm. Accompanies article "The present in terms of the future: Successor representations in Reinforcement Learning."