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cs.LG2023
Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations
Charbel Bou Chaaya, Sumudu Samarakoon, Mehdi Bennis
In this paper, we investigate the problem of robust Reconfigurable Intelligent Surface (RIS) phase-shifts configuration over heterogeneous communication environments. The problem i…
cs.LG2023
Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction
Mohamed K. Abdelaziz, Mohammed S. Elbamby, Sumudu Samarakoon +1
Cooperative multi-agent reinforcement learning (MARL) for navigation enables agents to cooperate to achieve their navigation goals. Using emergent communication, agents learn a com…