Risal Shahriar Shefin

According to our database, Risal Shahriar Shefin authored at least 4 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

AEGIS-RL: Abstract, Explainable Graphs for Integrated Safety in RL.

Tuan Le, Risal Shahriar Shefin, Debashis Gupta, Thai Le, Sarra Alqahtani

Auton. Agents Multi Agent Syst., December, 2026

Interpretable Failure Analysis in Multi-Agent Reinforcement Learning Systems.

Risal Shahriar Shefin, Debashis Gupta, Thai Le, Sarra M. Alqahtani

CoRR, February, 2026

2025

Verification-Guided Falsification for Safe RL via Explainable Abstraction and Risk-Aware Exploration.

Tuan Le, Risal Shahriar Shefin, Debashis Gupta, Thai Le, Sarra M. Alqahtani

CoRR, June, 2025

xSRL: Safety-Aware Explainable Reinforcement Learning - Safety as a Product of Explainability.

Risal Shahriar Shefin, Md Asifur Rahman, Thai Le, Sarra M. Alqahtani

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025