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decision tree policy

6 papers

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Co-occurring keywords · papers mentioning both

interpretable policy (2) decision tree (2) markov decision process (2) set-based approximation (1) verifiable policy (1) verifiable reinforcement learning (1) policy verification (1) explainable reinforcement learning (1) neural network (1) function approximator (1)

Papers

In Search of Trees: Decision-Tree Policy Synthesis for Black-Box Systems via Search AAAI 2025 Symbiotic Local Search for Small Decision Tree Policies in MDPs UAI 2025 Safety Verification of Decision-Tree Policies in Continuous Time NeurIPS 2023 Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods AAAI 2021 Verifiable Reinforcement Learning via Policy Extraction NeurIPS 2018 Integrated Common Sense Learning and Planning in POMDPs JMLR 2016