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Ayan Mukhopadhyay

14 papers at tracked venues · 5 at CORE A* · active 2024–2025

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Venues

AAMAS ×5IJCAI ×2NeurIPS ×2AAAI ×1ECAI ×1ICAPS ×1ICLR ×1ICML ×1

Frequent coauthors

Ziyan An
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Yunuo Zhang
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Baiting Luo
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Sophie Pavia
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Nathaniel S. Keplinger
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Fangqi Liu
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Ava Pettet
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Opadele Kehinde
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Chaeeun Han
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Amutheezan Sivagnanam
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Papers

  1. Combining LLMs with a Logic-Based Framework to Explain MCTS
    AAMAS 2025 ·
    Ziyan An
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  2. ESCORT: Efficient Stein-variational and Sliced Consistency-Optimized Temporal Belief Representation for POMDPs
    NeurIPS 2025 ·
    Yunuo Zhang
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  3. NS-Gym: A Comprehensive and Open-Source Simulation Framework for Non-Stationary Markov Decision Processes
    NeurIPS 2025 ·
    Nathaniel S. Keplinger
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  4. Observation Adaptation via Annealed Importance Resampling for Partially Observable Markov Decision Processes
    ICAPS 2025 ·
    Yunuo Zhang
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  5. Reinforcement Learning-based Approach for Vehicle-to-Building Charging with Heterogeneous Agents and Long Term Rewards
    AAMAS 2025 ·
    Fangqi Liu
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  6. Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction
    ICLR 2025 ·
    Baiting Luo
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  7. Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes
    AAMAS 2024 ·
    Baiting Luo
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  8. Decision Making in Non-Stationary Environments with Policy-Augmented Search
    AAMAS 2024 ·
    Ava Pettet
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  9. Deploying ADVISER: Impact and Lessons from Using Artificial Intelligence for Child Vaccination Uptake in Nigeria
    AAAI 2024 ·
    Opadele Kehinde
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  10. Deploying Mobility-On-Demand for All by Optimizing Paratransit Services
    IJCAI 2024 ·
    Sophie Pavia
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  11. Enabling MCTS Explainability for Sequential Planning Through Computation Tree Logic
    ECAI 2024 ·
    Ziyan An
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  12. Forecasting and Mitigating Disruptions in Public Bus Transit Services
    AAMAS 2024 ·
    Chaeeun Han
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  13. Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing
    ICML 2024 ·
    Amutheezan Sivagnanam
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  14. SmartTransit.AI: A Dynamic Paratransit and Microtransit Application
    IJCAI 2024 ·
    Sophie Pavia
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