Independent Generative Adversarial Self-Imitation Learning in Cooperative Multiagent Systems
adaptive agents and multi-agents systems, pp. 1315-1323, 2019.
Multiagent learningLearning agent-to-agent interactions (coordination)Adversarial machine learning
Many tasks in practice require the collaboration of multiple agents through reinforcement learning. In general, cooperative multiagent reinforcement learning algorithms can be classified into two paradigms: Joint Action Learners (JALs) and Independent Learners (ILs). In many practical applications, agents are unable to observe other age...More
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