PPaperPicks

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

Abhishek Dubey
×13
Aron Laszka
×7
Baiting Luo
×6
Yunuo Zhang
×5
Ava Pettet
×4
Hendrik Baier
×3
Amutheezan Sivagnanam
×3
Ziyan An
×2
Meiyi Ma
×2
Kyle Hollins Wray
×2
Jose Paolo Talusan
×2
Sophie Pavia
×2

Papers

  1. Combining LLMs with a Logic-Based Framework to Explain MCTS
    AAMAS 2025 ·
    Ziyan An
    ,
    Xia Wang
    ,
    Hendrik Baier
    ,
    Zirong Chen
    ,
    Abhishek Dubey
    ,
    Taylor T. Johnson
    ,
    Jonathan Sprinkle
    , Ayan Mukhopadhyay,
    Meiyi Ma
  2. ESCORT: Efficient Stein-variational and Sliced Consistency-Optimized Temporal Belief Representation for POMDPs
    NeurIPS 2025 ·
    Yunuo Zhang
    ,
    Baiting Luo
    , Ayan Mukhopadhyay,
    Gabor Karsai
    ,
    Abhishek Dubey
  3. NS-Gym: A Comprehensive and Open-Source Simulation Framework for Non-Stationary Markov Decision Processes
    NeurIPS 2025 ·
    Nathaniel S. Keplinger
    ,
    Baiting Luo
    ,
    Yunuo Zhang
    ,
    Kyle Hollins Wray
    ,
    Aron Laszka
    ,
    Abhishek Dubey
    , Ayan Mukhopadhyay
  4. Observation Adaptation via Annealed Importance Resampling for Partially Observable Markov Decision Processes
    ICAPS 2025 ·
    Yunuo Zhang
    ,
    Baiting Luo
    , Ayan Mukhopadhyay,
    Abhishek Dubey
  5. Reinforcement Learning-based Approach for Vehicle-to-Building Charging with Heterogeneous Agents and Long Term Rewards
    AAMAS 2025 ·
    Fangqi Liu
    ,
    Rishav Sen
    ,
    Jose Paolo Talusan
    ,
    Ava Pettet
    ,
    Aaron Kandel
    ,
    Yoshinori Suzue
    , Ayan Mukhopadhyay,
    Abhishek Dubey
  6. Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction
    ICLR 2025 ·
    Baiting Luo
    ,
    Ava Pettet
    ,
    Aron Laszka
    ,
    Abhishek Dubey
    , Ayan Mukhopadhyay
  7. Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes
    AAMAS 2024 ·
    Baiting Luo
    ,
    Yunuo Zhang
    ,
    Abhishek Dubey
    , Ayan Mukhopadhyay
  8. Decision Making in Non-Stationary Environments with Policy-Augmented Search
    AAMAS 2024 ·
    Ava Pettet
    ,
    Yunuo Zhang
    ,
    Baiting Luo
    ,
    Kyle Hollins Wray
    ,
    Hendrik Baier
    ,
    Aron Laszka
    ,
    Abhishek Dubey
    , Ayan Mukhopadhyay
  9. Deploying ADVISER: Impact and Lessons from Using Artificial Intelligence for Child Vaccination Uptake in Nigeria
    AAAI 2024 ·
    Opadele Kehinde
    ,
    Ruth Abdul
    ,
    Bose Afolabi
    ,
    Parminder Vir
    ,
    Corinne Namblard
    , Ayan Mukhopadhyay,
    Abiodun Adereni
  10. Deploying Mobility-On-Demand for All by Optimizing Paratransit Services
    IJCAI 2024 ·
    Sophie Pavia
    ,
    David Rogers
    ,
    Amutheezan Sivagnanam
    ,
    Michael Wilbur
    ,
    Danushka Edirimanna
    ,
    Youngseo Kim
    ,
    Philip Pugliese
    ,
    Samitha Samaranayake
    ,
    Aron Laszka
    , Ayan Mukhopadhyay,
    Abhishek Dubey
  11. Enabling MCTS Explainability for Sequential Planning Through Computation Tree Logic
    ECAI 2024 ·
    Ziyan An
    ,
    Hendrik Baier
    ,
    Abhishek Dubey
    , Ayan Mukhopadhyay,
    Meiyi Ma
  12. Forecasting and Mitigating Disruptions in Public Bus Transit Services
    AAMAS 2024 ·
    Chaeeun Han
    ,
    Jose Paolo Talusan
    ,
    Daniel Freudberg
    , Ayan Mukhopadhyay,
    Abhishek Dubey
    ,
    Aron Laszka
  13. Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing
    ICML 2024 ·
    Amutheezan Sivagnanam
    ,
    Ava Pettet
    ,
    Hunter Lee
    , Ayan Mukhopadhyay,
    Abhishek Dubey
    ,
    Aron Laszka
  14. SmartTransit.AI: A Dynamic Paratransit and Microtransit Application
    IJCAI 2024 ·
    Sophie Pavia
    ,
    David Rogers
    ,
    Amutheezan Sivagnanam
    ,
    Michael Wilbur
    ,
    Danushka Edirimanna
    ,
    Youngseo Kim
    , Ayan Mukhopadhyay,
    Philip Pugliese
    ,
    Samitha Samaranayake
    ,
    Aron Laszka
    ,
    Abhishek Dubey