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Contrastive Abstraction

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.

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