Search Results for author: Aowabin Rahman

Found 2 papers, 0 papers with code

AdverSAR: Adversarial Search and Rescue via Multi-Agent Reinforcement Learning

no code implementations20 Dec 2022 Aowabin Rahman, Arnab Bhattacharya, Thiagarajan Ramachandran, Sayak Mukherjee, Himanshu Sharma, Ted Fujimoto, Samrat Chatterjee

Search and Rescue (SAR) missions in remote environments often employ autonomous multi-robot systems that learn, plan, and execute a combination of local single-robot control actions, group primitives, and global mission-oriented coordination and collaboration.

Meta-Learning Multi-agent Reinforcement Learning +2

Neural Ordinary Differential Equations for Nonlinear System Identification

no code implementations28 Feb 2022 Aowabin Rahman, Ján Drgoňa, Aaron Tuor, Jan Strube

In particular, we present a quantitative study comparing NODE's performance against neural state-space models and classical linear system identification methods.

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