M. A. Mohamed

Self-Referenced Social Preferences: Cooperation without Observing Others Rewards

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-world interactions, however, an agent can, as humans do, observe others'behavior and outcomes without access to their private reward signals....