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Analogy making as amortised model construction
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Inductive biases in theory-based reinforcement learning. Cognitive Psychology, 138:101509, November 2022. ISSN 00100285. Thomas Pouncy, Pedro Tsividis, and Samuel J. Gershman. What Is the Model in Model-Based Plan- ning? Cognitive Science, 45(1), January 2021. ISSN 0364-0213, 1551-6709. DOI: 10.1111/cogs. 12928. URL https://onlinelibrary.wiley.com/doi/10.1111/cogs.12928. RLC 2025 - Finding the Frame workshop Balaraman Ravindran and Andrew G. Barto. Model Minimization in Hierarchical Reinforcement Learning. In Sven Koenig and Robert C. Holte (eds.), Abstraction, Reformulation, and Approxi- mation, pp. 196-211, Berlin, Heidelberg, 2002. Springer. ISBN 978-3-540-45622-3. Balaraman Ravindran and Andrew G. Barto. SMDP homomorphisms: an algebraic approach to