IQ-Flow: Mechanism Design for Inducing Cooperative Behavior to Self-Interested Agents in Sequential Social Dilemmas

1 code implementation • 28 Feb 2023 • Bengisu Guresti, Abdullah Vanlioglu, Nazim Kemal Ure

In order to resolve this issue, we propose the Incentive Q-Flow (IQ-Flow) algorithm, which modifies the system's reward setup with an incentive regulator agent such that the cooperative policy also corresponds to the self-interested policy for the agents.

Multi-agent Reinforcement Learning