News:
Grad Publications:
- Connor Basich*,Saaduddin Mahmud*, and Shlomo Zilberstein.
Learning Constraints on Autonomous Behavior from Proactive Feedback(Under Review).
- Saaduddin Mahmud, Sandhya Saisubramanian, and Shlomo Zilberstein.
Explanation-Guided Reward Alignment.(IJCAI 2023 (link coming soon)).
- Saaduddin Mahmud, Samer B. Nashed, Claudia V. Goldman, and Shlomo Zilberstein.
Estimating Causal Responsibility for Explaining Autonomous Behavior(EXTRAAMAS-2023 @ AAMAS-2023).
- Saaduddin Mahmud*, Connor Basich*, and Shlomo Zilberstein.
Semi-Autonomous Systems with Contextual Competence Awareness(AAMAS 2023).
- Saaduddin Mahmud, Sandhya Saisubramanian, and Shlomo Zilberstein.
REVEALE: A Framework for Reward Verification and Learning.(SafeAI @ AAAI-23, Best Paper Award Nomination (Top 4)).
- Samer B. Nashed, Saaduddin Mahmud, Claudia V. Goldman, and Shlomo Zilberstein.
Causal Explanations for Sequential Decision Making Under Uncertainty(AAMAS 2023 (Ext. Abs.) and Under Review for JAIR).
[ARXIV]
- Rafid Amir Mahmud, Fahim Faisal, Saaduddin Mahmud,
and Md. Mosaddek Khan.
A Simulation Based Online Planning Algorithm for Multi-Agent Cooperative Environments.
[AAMAS 2022 (Ext. Abs.)]
[ARXIV]
Undergrad Publications:
- Saaduddin Mahmud,
Md. Mosaddek Khan,
Moumita Choudhury,
Long Tran-Thanh,
and Nicholas R. Jennings.
Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs. In the proceedings of the 29th
International Joint Conference on Artificial Intelligence (IJCAI 2020).
[ARXIV]
[IJCAI]
- Saaduddin Mahmud,
Moumita Choudhury,
Md. Mosaddek Khan,
Long Tran-Thanh,
and Nicholas R. Jennings.
AED: An Anytime Evolutionary DCOP Algorithm. In the proceedings of the 19th International Conference on Autonomous
Agents and Multi-Agent Systems (AAMAS 2020).
[ARXIV]
[IFAAMAS]
[ACM]
- Moumita Choudhury, Saaduddin Mahmud, and
Md. Mosaddek Khan. A Particle Swarm Based Algorithm for Functional Distributed Constraint Optimization Problems.
In the proceedings of the Thirty-Fourth AAAI Conference on
Artificial Intelligence (AAAI 2020).
[AAAI]
- Saaduddin Mahmud and Moumita Choudhury (Equal Contribution). Applying Population-Based Algorithms to Solve Large (F)DCOPs.
Undergraduate Thesis, Department of Computer Science and Engineering, University Of Dhaka, 2020.
Softwares:
- AL.GO: A project written in java to visualize well known algorithms and help students learn them faster.
[Youtube, 2017]
- Step by step algorithm visualizer.
- Contains codes, problem links on specific topic to help students learn faster.
- MuSyc: An android application for music synchronization across mobile devices.
[Github, 2017]
- Music synchronization across different mobiles.
- Social-network for sharing music.
- EasyML: A web application written in python for automated data visualization and classification.
[Github, 2018]
- Automated data visualization and classification.
- Fast hyper-parameter optimization for different classifiers.
Blogs: