Saaduddin Mahmud

29 papers A* 6A 6Journal 15Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Causal Explanations for Sequential Decision Making (Abstract Reprint). AAAI Samer B. Nashed, Saaduddin Mahmud, Claudia V. Goldman, Shlomo Zilberstein
2026	J	`jnl`	Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems. CoRR Mason Nakamura, Abhinav Kumar, Saswat Das, Sahar Abdelnabi, Saaduddin Mahmud, Ferdinando Fioretto, Shlomo Zilberstein, Eugene Bagdasarian
2026	A*	`conf`	Inference-Aware Prompt Optimization for Aligning Black-Box Large Language Models. AAAI Saaduddin Mahmud, Mason Nakamura, Kyle Hollins Wray, Shlomo Zilberstein
2026	J	`jnl`	Verification Required: The Impact of Information Credibility on AI Persuasion. CoRR Saaduddin Mahmud, Eugene Bagdasarian, Shlomo Zilberstein
2025	J	`jnl`	Aligning LLMs on a Budget: Inference-Time Alignment with Heuristic Reward Models. CoRR Mason Nakamura, Saaduddin Mahmud, Kyle Hollins Wray, Hamed Zamani, Shlomo Zilberstein
2025	J	`jnl`	Causal Explanations for Sequential Decision Making. J. Artif. Intell. Res. Samer B. Nashed, Saaduddin Mahmud, Claudia V. Goldman, Shlomo Zilberstein
2025	J	`jnl`	Distributed Multi-Agent Coordination Using Multi-Modal Foundation Models. CoRR Saaduddin Mahmud, Dorian Benhamou Goldfajn, Shlomo Zilberstein
2025	J	`jnl`	Inference-Aware Prompt Optimization for Aligning Black-Box Large Language Models. CoRR Saaduddin Mahmud, Mason Nakamura, Kyle Hollins Wray, Shlomo Zilberstein
2025	A*	`conf`	MAPLE: A Framework for Active Preference Learning Guided by Large Language Models. AAAI Saaduddin Mahmud, Mason Nakamura, Shlomo Zilberstein
2025	J	`jnl`	Terrarium: Revisiting the Blackboard for Multi-Agent Safety, Privacy, and Security Studies. CoRR Mason Nakamura, Abhinav Kumar, Saaduddin Mahmud, Sahar Abdelnabi, Shlomo Zilberstein, Eugene Bagdasarian
2024	A	`conf`	Explaining the Behavior of POMDP-based Agents Through the Impact of Counterfactual Information. AAMAS Saaduddin Mahmud, Marcell Vazquez-Chanlatte, Stefan J. Witwicki, Shlomo Zilberstein
2024	J	`jnl`	MAPLE: A Framework for Active Preference Learning Guided by Large Language Models. CoRR Saaduddin Mahmud, Mason Nakamura, Shlomo Zilberstein
2023	A	`conf`	Causal Explanations for Sequential Decision Making Under Uncertainty. AAMAS Samer B. Nashed, Saaduddin Mahmud, Claudia V. Goldman, Shlomo Zilberstein
2023	—	`conf`	Estimating Causal Responsibility for Explaining Autonomous Behavior. EXTRAAMAS Saaduddin Mahmud, Samer B. Nashed, Claudia V. Goldman, Shlomo Zilberstein
2023	A*	`conf`	Explanation-Guided Reward Alignment. IJCAI Saaduddin Mahmud, Sandhya Saisubramanian, Shlomo Zilberstein
2023	A	`conf`	Learning Constraints on Autonomous Behavior from Proactive Feedback. IROS Connor Basich, Saaduddin Mahmud, Shlomo Zilberstein
2023	—	`conf`	REVEALE: Reward Verification and Learning Using Explanations. SafeAI@AAAI Saaduddin Mahmud, Sandhya Saisubramanian, Shlomo Zilberstein
2023	A	`conf`	Semi-Autonomous Systems with Contextual Competence Awareness. AAMAS Saaduddin Mahmud, Connor Basich, Shlomo Zilberstein
2022	A	`conf`	A Simulation Based Online Planning Algorithm for Multi-Agent Cooperative Environments. AAMAS Rafid Ameer Mahmud, Fahim Faisal, Saaduddin Mahmud, Md. Mosaddek Khan
2022	J	`jnl`	A Unifying Framework for Causal Explanation of Sequential Decision Making. CoRR Samer B. Nashed, Saaduddin Mahmud, Claudia V. Goldman, Shlomo Zilberstein
2021	J	`jnl`	An Artificial Bee Colony Based Algorithm for Continuous Distributed Constraint Optimization Problems. CoRR K. M. Merajul Arefin, Mashrur Rashik, Saaduddin Mahmud, Md. Mosaddek Khan
2021	J	`jnl`	Learning Cooperation and Online Planning Through Simulation and Graph Convolutional Network. CoRR Rafid Ameer Mahmud, Fahim Faisal, Saaduddin Mahmud, Md. Mosaddek Khan
2020	A*	`conf`	A Particle Swarm Based Algorithm for Functional Distributed Constraint Optimization Problems. AAAI Moumita Choudhury, Saaduddin Mahmud, Md. Mosaddek Khan
2020	A	`conf`	AED: An Anytime Evolutionary DCOP Algorithm. AAMAS Saaduddin Mahmud, Moumita Choudhury, Md. Mosaddek Khan, Long Tran-Thanh, Nicholas R. Jennings
2020	A*	`conf`	Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs. IJCAI Saaduddin Mahmud, Md. Mosaddek Khan, Moumita Choudhury, Long Tran-Thanh, Nicholas R. Jennings
2020	J	`jnl`	Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs. CoRR Saaduddin Mahmud, Md. Mosaddek Khan, Moumita Choudhury, Long Tran-Thanh, Nicholas R. Jennings
2020	J	`jnl`	On Population-Based Algorithms for Distributed Constraint Optimization Problems. CoRR Saaduddin Mahmud, Md. Mosaddek Khan, Nicholas R. Jennings
2019	J	`jnl`	A Particle Swarm Based Algorithm for Functional Distributed Constraint Optimization Problems. CoRR Moumita Choudhury, Saaduddin Mahmud, Md. Mosaddek Khan
2019	J	`jnl`	AED: An Anytime Evolutionary DCOP Algorithm. CoRR Saaduddin Mahmud, Moumita Choudhury, Md. Mosaddek Khan, Long Tran-Thanh, Nicholas R. Jennings