Saaduddin Mahmud

According to our database, Saaduddin Mahmud authored at least 15 papers between 2020 and 2024.

Collaborative distances:

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

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