5 citations · 8 across the 4 of their papers we have counts for
3 papers · 1 filter
Learning Multi-Agent Communication with Contrastive Learning
Yat Long Lo, Biswa Sengupta, Jakob Foerster +1
Communication is a powerful tool for coordination in multi-agent RL. But inducing an effective, common language is a difficult challenge, particularly in the decentralized setting.…
Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning
Yat Long Lo, Christian Schroeder de Witt, Samuel Sokota +2
By enabling agents to communicate, recent cooperative multi-agent reinforcement learning (MARL) methods have demonstrated better task performance and more coordinated behavior. Mos…
Learning to Ground Decentralized Multi-Agent Communication with Contrastive Learning
Yat Long Lo, Biswa Sengupta
For communication to happen successfully, a common language is required between agents to understand information communicated by one another. Inducing the emergence of a common lan…