Transfer Learning

PyReason-Gym: Symbolic logic simulator for Reinforcement Learning
A temporal and annotated-logic based simulation proxy that enables interpretable reinforcement learning
Kaustuv Mukherji, Devendra R. Parkar, Lahari Pokala, Dyuman Aditya, Paulo Shakarian, Clark Dorman
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PyReason-Gym: Symbolic logic simulator for Reinforcement Learning
Scalable Semantic Non-Markovian Simulation Proxy for Reinforcement Learning [In Press]
A temporal and annotated-logic based simulation proxy that enables interpretable reinforcement learning
[International Conference on Semantic Computing (ICSC 2024)]
Kaustuv Mukherji, Devendra R. Parkar, Lahari Pokala, Dyuman Aditya, Paulo Shakarian, Clark Dorman
Project Video DOI
Scalable Semantic Non-Markovian Simulation Proxy for Reinforcement Learning [In Press]