Shayan Meshkat Alsadat

According to our database, Shayan Meshkat Alsadat authored at least 7 papers between 2024 and 2025.

Collaborative distances:

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

2025

Encoding High-Level Knowledge in Offline Multi-Agent Reinforcement Learning Using Reward Machines.

Shayan Meshkat Alsadat, Zhe Xu

IEEE Control. Syst. Lett., 2025

Swarm-Level Task Learning via Generalized Moments in Reinforcement Learning With Reward Machines.

Shayan Meshkat Alsadat, Vivek Sunil Kulkarni, Zhe Xu

IEEE Control. Syst. Lett., 2025

Trajectory-Based Automata Learning for Offline Reinforcement Learning.

Shayan Meshkat Alsadat, Zhe Xu

Proceedings of the 2025 American Control Conference, 2025

Using Large Language Models to Automate and Expedite Reinforcement Learning with Reward Machine.

Shayan Meshkat Alsadat, Jean-Raphaël Gaglione, Daniel Neider, Ufuk Topcu, Zhe Xu

Proceedings of the 2025 American Control Conference, 2025

2024

Multi-Agent Reinforcement Learning in Non-Cooperative Stochastic Games Using Large Language Models.

Shayan Meshkat Alsadat, Zhe Xu

IEEE Control. Syst. Lett., 2024

Distributed on-the-fly control of multi-agent systems with unknown dynamics: Using limited data to obtain near-optimal control.

Shayan Meshkat Alsadat, Nasim Baharisangari, Zhe Xu

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

Distributed Reinforcement Learning For Swarm Systems With Reward Machines.

Shayan Meshkat Alsadat, Nasim Baharisangari, Yash Paliwal, Zhe Xu

Proceedings of the American Control Conference, 2024