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Safety-Guaranteed, Accelerated Learning in MDPs with Local Side Information.

, and . ACC, page 1099-1104. IEEE, (2020)

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Efficient Strategy Synthesis for MDPs With Resource Constraints., , , , and . IEEE Trans. Autom. Control., 68 (8): 4586-4601 (August 2023)Expedited Online Learning With Spatial Side Information., , and . IEEE Trans. Autom. Control., 68 (3): 1479-1491 (March 2023)Efficient Strategy Synthesis for MDPs with Resource Constraints., , , , and . CoRR, (2021)Fuel in Markov Decision Processes (FiMDP): A Practical Approach to Consumption., , , , , and . FM, volume 13047 of Lecture Notes in Computer Science, page 640-656. Springer, (2021)Safety-Guaranteed, Accelerated Learning in MDPs with Local Side Information., and . ACC, page 1099-1104. IEEE, (2020)Optimal Routing in Stochastic Networks with Reliability Guarantees., , , and . ITSC, page 3521-3526. IEEE, (2021)Few-shot Adaptation for Manipulating Granular Materials Under Domain Shift., , , and . Robotics: Science and Systems, (2023)Adaptive Sampling Site Selection for Robotic Exploration in Unknown Environments., and . IROS, page 4120-4125. IEEE, (2022)Learning and Autonomy for Extraterrestrial Terrain Sampling: An Experience Report from OWLAT Deployment., , , , , , , , and . CoRR, (2023)Welfare Maximization Algorithm for Solving Budget-Constrained Multi-Component POMDPs., , , and . CoRR, (2023)