Abhishek Dubey

Associate Professor, Vanderbilt University

Joined

July 2019

Names

Abhishek Dubey

Emails

****@vanderbilt.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Associate Professor

Vanderbilt University (vanderbilt.edu)

2022 – Present

Assistant Professor

Vanderbilt University (vanderbilt.edu)

2016 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

decision making under uncertainty

Present

cyber physical systems

Present

resilient design

Present

Publications

Shrinking POMCP: A Framework for Real-Time UAV Search and Rescue
Yunuo Zhang, Baiting Luo, Ayan Mukhopadhyay, Daniel Stojcsics, Daniel Elenius, Anirban Roy, Susmit Jha, Miklos Maroti, Xenofon D. Koutsoukos, Gabor Karsai, Abhishek Dubey
- 2024 International Conference on Assured Autonomy (ICAA)
- Readers: Everyone
Observation Adaptation via Annealed Importance Resampling for Partially Observable Markov Decision Processes
Yunuo Zhang, Baiting Luo, Ayan Mukhopadhyay, Abhishek Dubey
- ICAPS 2025 35th International Conference on Automated Planning and Scheduling
- Readers: Everyone
CONSENT: A Negotiation Framework for Leveraging User Flexibility in Vehicle-to-Building Charging under Uncertainty
Rishav Sen, Fangqi Liu, Jose Paolo Talusan, Ava Pettet, Yoshinori Suzue, Mark Bailey, Ayan Mukhopadhyay, Abhishek Dubey
- AI4CNI-26
- Readers: Everyone
In‑Context Planning with Latent Temporal Abstractions
Baiting Luo, Yunuo Zhang, Nathaniel S Keplinger, Samir Gupta, Abhishek Dubey, Ayan Mukhopadhyay
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Enabling MCTS Explainability for Sequential Planning Through Computation Tree Logic
Ziyan An, Hendrik Baier, Abhishek Dubey, Ayan Mukhopadhyay, Meiyi Ma
- ECAI 2024 - 27TH European Conference on Artificial Intelligence
- Readers: Everyone
ESCORT: Efficient Stein-variational and Sliced Consistency-Optimized Temporal Belief Representation for POMDPs
Yunuo Zhang, Baiting Luo, Ayan Mukhopadhyay, Gabor Karsai, Abhishek Dubey
- NeurIPS 2025 poster
- Readers: Everyone
NS-Gym: A Comprehensive and Open-Source Simulation Framework for Non-Stationary Markov Decision Processes
Nathaniel S Keplinger, Baiting Luo, Yunuo Zhang, Kyle Hollins Wray, Aron Laszka, Abhishek Dubey, Ayan Mukhopadhyay
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction
Baiting Luo, Abhishek Dubey, Ayan Mukhopadhyay
- FMEA @ CVPR 2025 Poster
- Readers: Everyone
Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction
Baiting Luo, Ava Pettet, Aron Laszka, Abhishek Dubey, Ayan Mukhopadhyay
- ICLR 2025 Spotlight
- Readers: Everyone
An Online Approach to Solving Public Transit Stationing and Dispatch Problem
Jose Paolo Talusan, Chaeeun Han, Ayan Mukhopadhyay, Aron Laszka, Dan Freudberg, Abhishek Dubey
- ICCPS2024
- Readers: Everyone

View all 13 publications

Co-Authors

View all 34 co-authors