Towards an architecture for evaluating and analyzing decentralized Fog applications. - Scott Eisele; Geoffrey Pettet; Abhishek Dubey; Gabor Karsai (FWC, 2017)

Incident analysis and prediction using clustering and Bayesian network. - Geoffrey Pettet; Saideep Nannapaneni; Benjamin Stadnick; Abhishek Dubey; Gautam Biswas (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

An online decision-theoretic pipeline for responder dispatch. - Ayan Mukhopadhyay; Geoffrey Pettet; Chinmaya Samal; Abhishek Dubey; Yevgeniy Vorobeychik (ICCPS, 2019)

Incident management and analysis dashboard for fire departments: ICCPS demo. - Geoffrey Pettet; Ayan Mukhopadhyay; Chinmaya Samal; Abhishek Dubey; Yevgeniy Vorobeychik (ICCPS, 2019)

Towards an Adaptive Multi-Modal Traffic Analytics Framework at the Edge. - Geoffrey Pettet; Saroj Sahoo; Abhishek Dubey (PerCom Workshops, 2019)

Smart Transportation Delay and Resiliency Testbed Based on Information Flow of Things Middleware. - Jose Paolo Talusan; Francis Tiausas; Keiichi Yasumoto; Michael Wilbur; Geoffrey Pettet; Abhishek Dubey; Shameek Bhattacharjee (SMARTCOMP, 2019)

Designing Emergency Response Pipelines : Lessons and Challenges. - Ayan Mukhopadhyay; Geoffrey Pettet; Mykel J. Kochenderfer; Abhishek Dubey (AI4SG@AAAI Fall Symposium, 2020)

On Algorithmic Decision Procedures in Emergency Response Systems in Smart and Connected Communities. - Geoffrey Pettet; Ayan Mukhopadhyay; Mykel J. Kochenderfer; Yevgeniy Vorobeychik; Abhishek Dubey (AAMAS, 2020)

A Review of Emergency Incident Prediction, Resource Allocation and Dispatch Models. - Ayan Mukhopadhyay; Geoffrey Pettet; Sayyed Vazirizade; Yevgeniy Vorobeychik; Mykel J. Kochenderfer; Abhishek Dubey (CoRR, 2020)

Hierarchical planning for resource allocation in emergency response systems. - Geoffrey Pettet; Ayan Mukhopadhyay; Mykel J. Kochenderfer; Abhishek Dubey (ICCPS, 2021)

A Decision Support Framework for Grid-Aware Electric Bus Charge Scheduling. - Geoffrey Pettet; Malini Ghosal; Shant Mahserejian; Sarah Davis; Siddharth Sridhar; Abhishek Dubey; Michael Kintner-Meyer (ISGT, 2021)

Learning Incident Prediction Models Over Large Geographical Areas for Emergency Response. - Sayyed Mohsen Vazirizade; Ayan Mukhopadhyay; Geoffrey Pettet; Said El Said; Hiba Baroud; Abhishek Dubey (SMARTCOMP, 2021)

Learning Incident Prediction Models Over Large Geographical Areas for Emergency Response Systems. - Sayyed Mohsen Vazirizade; Ayan Mukhopadhyay; Geoffrey Pettet; Said El Said; Hiba Baroud; Abhishek Dubey (CoRR, 2021)

An Online Approach to Solve the Dynamic Vehicle Routing Problem with Stochastic Trip Requests for Paratransit Services. - Michael Wilbur; Salah Uddin Kadir; Youngseo Kim; Geoffrey Pettet; Ayan Mukhopadhyay; Philip Pugliese; Samitha Samaranayake; Aron Laszka; Abhishek Dubey (ICCPS, 2022)

Designing Decision Support Systems for Emergency Response: Challenges and Opportunities. - Geoffrey Pettet; Hunter Baxter; Sayyed Mohsen Vazirizade; Hemant Purohit; Meiyi Ma; Ayan Mukhopadhyay; Abhishek Dubey (CoRR, 2022)

Decision Making in Non-Stationary Environments with Policy-Augmented Monte Carlo Tree Search. - Geoffrey Pettet; Ayan Mukhopadhyay; Abhishek Dubey (CoRR, 2022)

Hierarchical Planning for Dynamic Resource Allocation in Smart and Connected Communities. - Geoffrey Pettet; Ayan Mukhopadhyay; Mykel J. Kochenderfer; Abhishek Dubey (ACM Trans. Cyber Phys. Syst., 2022)

Dynamic Simplex: Balancing Safety and Performance in Autonomous Cyber Physical Systems. - Baiting Luo; Shreyas Ramakrishna; Ava Pettet; Christopher B. Kuhn; Gabor Karsai; Ayan Mukhopadhyay (ICCPS, 2023)

Decision Making in Non-Stationary Environments with Policy-Augmented Search. - Ava Pettet; Yunuo Zhang; Baiting Luo; Kyle Hollins Wray; Hendrik Baier; Aron Laszka; Abhishek Dubey; Ayan Mukhopadhyay (AAMAS, 2024)

Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing. - Amutheezan Sivagnanam; Ava Pettet; Hunter Lee; Ayan Mukhopadhyay; Abhishek Dubey; Aron Laszka (ICML, 2024)

OPTIMUS: Discrete Event Simulator for Vehicle-to-Building Charging Optimization. - Jose Paolo Talusan; Rishav Sen; Ava Pettet; Aaron Kandel; Yoshinori Suzue; Liam Pedersen; Ayan Mukhopadhyay; Abhishek Dubey (SMARTCOMP, 2024)

Online Decision-Making Under Uncertainty for Vehicle-to-Building Systems. - Rishav Sen; Yunuo Zhang; Fangqi Liu 001; Jose Paolo Talusan; Ava Pettet; Yoshinori Suzue; Ayan Mukhopadhyay; Abhishek Dubey (ICCPS, 2025)

Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction. - Baiting Luo; Ava Pettet; Aron Laszka; Abhishek Dubey; Ayan Mukhopadhyay (ICLR, 2025)

Reinforcement Learning-based Approach for Vehicle-to-Building Charging with Heterogeneous Agents and Long Term Rewards. - Fangqi Liu 001; Rishav Sen; Jose Paolo Talusan; Ava Pettet; Aaron Kandel; Yoshinori Suzue; Ayan Mukhopadhyay; Abhishek Dubey (AAMAS, 2025)