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Mohammed Abouheaf

2 accepted papers

2021

An Adaptive Fuzzy Reinforcement Learning Cooperative Approach for the Autonomous Control of Flock Systems

ICRA 2021poster

The flock-guidance problem enjoys a challenging structure where multiple optimization objectives are solved simultaneously. This usually necessitates different control approaches to tackle various objectives, such as guidance, collision avoidance, and cohesion. The guidance schemes, in particular, h…

Cited by 16SourceScholar
2019

Multi-Agent Synchronization Using Online Model-Free Action Dependent Dual Heuristic Dynamic Programming Approach

ICRA 2019poster

Approximate dynamic programming platforms are employed to solve dynamic graphical games, where the agents interact among each other using communication graphs in order to achieve synchronization. Although the action dependent dual heuristic dynamic programming schemes provide fast solution platforms…

Cited by 8SourceScholar