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symbolic policy

6 papers

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Co-occurring keywords · papers mentioning both

neural network (2) interpretable policy (2) neuro-symbolic reasoning (2) reinforcement learning (2) deep reinforcement learning (2) combinatorial optimization (2) textual reinforcement learning (1) exploration-guided reasoning (1) symbolic rule learning (1) differentiable symbolic expression (1)

Papers

EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning EACL 2024 Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework ICLR 2024 Efficient Symbolic Policy Learning with Differentiable Symbolic Expression NeurIPS 2023 Discovering symbolic policies with deep reinforcement learning ICML 2021 Neuro-Symbolic Approaches for Text-Based Policy Learning EMNLP 2021 Neurosymbolic Reinforcement Learning with Formally Verified Exploration NeurIPS 2020