2 papers
cs.AI2026
Self-Referenced Social Preferences: Cooperation without Observing Others Rewards
Mohamed Ayman Mohamed, Harshil Kotamreddy, Marcos Menon Jose
Social preferences can promote cooperation in multi-agent reinforcement learning, but existing approaches often require agents to observe the rewards of their peers. In many real-w…
cs.LG2025
The Cell Must Go On: Agar.io for Continual Reinforcement Learning
Mohamed A. Mohamed, Kateryna Nekhomiazh, Vedant Vyas +3
Continual reinforcement learning (RL) concerns agents that are expected to learn continually, rather than converge to a policy that is then fixed for evaluation. This setting is we…