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Debraj Chakraborty

Explainable Finite-Memory Policies for Partially Observable Markov Decision Processes

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Nov 20, 2024
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1-2-3-Go! Policy Synthesis for Parameterized Markov Decision Processes via Decision-Tree Learning and Generalization

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Oct 23, 2024
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Learning Explainable and Better Performing Representations of POMDP Strategies

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Jan 20, 2024
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Formally-Sharp DAgger for MCTS: Lower-Latency Monte Carlo Tree Search using Data Aggregation with Formal Methods

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Aug 15, 2023
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Graphical estimation of multivariate count time series

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Feb 17, 2023
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