Work-in-progress implementation of contrastive abstraction model for nonstationary transition data.
Introduced in:
Bewley, Tom and Lawry, Jonathan and Richards, Arthur. "Summarising and Comparing Agent Dynamics with Contrastive Spatiotemporal Abstraction" XAI-IJCAI22 Workshop. 2022.
See maze_example.py
for an example replicating the abstraction in Figure 1 of the above paper.