Saaduddin Mahmud

According to our database, Saaduddin Mahmud authored at least 24 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems.

Mason Nakamura, Abhinav Kumar, Saswat Das, Sahar Abdelnabi, Saaduddin Mahmud, Ferdinando Fioretto, Shlomo Zilberstein, Eugene Bagdasarian

CoRR, February, 2026

Verification Required: The Impact of Information Credibility on AI Persuasion.

Saaduddin Mahmud, Eugene Bagdasarian, Shlomo Zilberstein

CoRR, February, 2026

Causal Explanations for Sequential Decision Making (Abstract Reprint).

Samer B. Nashed, Saaduddin Mahmud, Claudia V. Goldman, Shlomo Zilberstein

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Inference-Aware Prompt Optimization for Aligning Black-Box Large Language Models.

Saaduddin Mahmud, Mason Nakamura, Kyle Hollins Wray, Shlomo Zilberstein

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Terrarium: Revisiting the Blackboard for Multi-Agent Safety, Privacy, and Security Studies.

Mason Nakamura, Abhinav Kumar, Saaduddin Mahmud, Sahar Abdelnabi, Shlomo Zilberstein, Eugene Bagdasarian

CoRR, October, 2025

Aligning LLMs on a Budget: Inference-Time Alignment with Heuristic Reward Models.

Mason Nakamura, Saaduddin Mahmud, Kyle Hollins Wray, Hamed Zamani, Shlomo Zilberstein

CoRR, August, 2025

Distributed Multi-Agent Coordination Using Multi-Modal Foundation Models.

Saaduddin Mahmud, Dorian Benhamou Goldfajn, Shlomo Zilberstein

CoRR, January, 2025

Causal Explanations for Sequential Decision Making.

Samer B. Nashed, Saaduddin Mahmud, Claudia V. Goldman, Shlomo Zilberstein

J. Artif. Intell. Res., 2025

MAPLE: A Framework for Active Preference Learning Guided by Large Language Models.

Saaduddin Mahmud, Mason Nakamura, Shlomo Zilberstein

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Explaining the Behavior of POMDP-based Agents Through the Impact of Counterfactual Information.

Saaduddin Mahmud, Marcell Vazquez-Chanlatte, Stefan J. Witwicki, Shlomo Zilberstein

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Learning Constraints on Autonomous Behavior from Proactive Feedback.

Connor Basich, Saaduddin Mahmud, Shlomo Zilberstein

IROS, 2023

Explanation-Guided Reward Alignment.

Saaduddin Mahmud, Sandhya Saisubramanian, Shlomo Zilberstein

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Estimating Causal Responsibility for Explaining Autonomous Behavior.

Saaduddin Mahmud, Samer B. Nashed, Claudia V. Goldman, Shlomo Zilberstein

Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2023

Causal Explanations for Sequential Decision Making Under Uncertainty.

Samer B. Nashed, Saaduddin Mahmud, Claudia V. Goldman, Shlomo Zilberstein

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Semi-Autonomous Systems with Contextual Competence Awareness.

Saaduddin Mahmud, Connor Basich, Shlomo Zilberstein

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

REVEALE: Reward Verification and Learning Using Explanations.

Saaduddin Mahmud, Sandhya Saisubramanian, Shlomo Zilberstein

Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023

2022

A Unifying Framework for Causal Explanation of Sequential Decision Making.

Samer B. Nashed, Saaduddin Mahmud, Claudia V. Goldman, Shlomo Zilberstein

CoRR, 2022

A Simulation Based Online Planning Algorithm for Multi-Agent Cooperative Environments.

Rafid Ameer Mahmud, Fahim Faisal, Saaduddin Mahmud, Md. Mosaddek Khan

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021

Learning Cooperation and Online Planning Through Simulation and Graph Convolutional Network.

Rafid Ameer Mahmud, Fahim Faisal, Saaduddin Mahmud, Md. Mosaddek Khan

CoRR, 2021

An Artificial Bee Colony Based Algorithm for Continuous Distributed Constraint Optimization Problems.

K. M. Merajul Arefin, Mashrur Rashik, Saaduddin Mahmud, Md. Mosaddek Khan

CoRR, 2021

2020

On Population-Based Algorithms for Distributed Constraint Optimization Problems.

Saaduddin Mahmud, Md. Mosaddek Khan, Nicholas R. Jennings

CoRR, 2020

Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs.

Saaduddin Mahmud, Md. Mosaddek Khan, Moumita Choudhury, Long Tran-Thanh, Nicholas R. Jennings

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

AED: An Anytime Evolutionary DCOP Algorithm.

Saaduddin Mahmud, Moumita Choudhury, Md. Mosaddek Khan, Long Tran-Thanh, Nicholas R. Jennings

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

A Particle Swarm Based Algorithm for Functional Distributed Constraint Optimization Problems.

Moumita Choudhury, Saaduddin Mahmud, Md. Mosaddek Khan

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020