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A Human-Centered Data-Driven Planner-Actor-Critic Architecture via Logic Programming.

, , , and . ICLP Technical Communications, volume 306 of EPTCS, page 182-195. (2019)

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Stable and Efficient Policy Evaluation., , , , , and . CoRR, (2020)TDM: Trustworthy Decision-Making Via Interpretability Enhancement., , , , , and . IEEE Trans. Emerg. Top. Comput. Intell., 6 (3): 450-461 (2022)Stable and Efficient Policy Evaluation., , , , , and . IEEE Trans. Neural Networks Learn. Syst., 30 (6): 1831-1840 (2019)Program Search for Machine Learning Pipelines Leveraging Symbolic Planning and Reinforcement Learning., , , , and . GPTP, page 209-231. Springer, (2018)Explainable Neuro-Symbolic Hierarchical Reinforcement Learning., , , , , and . Neuro-Symbolic Artificial Intelligence, volume 342 of Frontiers in Artificial Intelligence and Applications, IOS Press, (2021)TOPS: Transition-based VOlatility-controlled Policy Search and its Global Convergence., , , and . CoRR, (2022)TDM: Trustworthy Decision-Making via Interpretability Enhancement., , , , , and . CoRR, (2021)TOPS: Transition-Based Volatility-Reduced Policy Search., , , , and . AAMAS Workshops, volume 13441 of Lecture Notes in Computer Science, page 3-47. Springer, (2022)Knowledge-Based Sequential Decision-Making Under Uncertainty.. CoRR, (2019)A Human-Centered Data-Driven Planner-Actor-Critic Architecture via Logic Programming., , , and . ICLP Technical Communications, volume 306 of EPTCS, page 182-195. (2019)