Independent Generative Adversarial Self-Imitation Learning in Cooperative Multiagent Systems

adaptive agents and multi-agents systems, pp. 1315-1323, 2019.

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Keywords:
Multiagent learningLearning agent-to-agent interactions (coordination)Adversarial machine learning

Abstract:

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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