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PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration.

, , , , , , , , and . CoRR, (2022)

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Keepaway Soccer: From Machine Learning Testbed to Benchmark., , , and . RoboCup, volume 4020 of Lecture Notes in Computer Science, page 93-105. Springer, (2005)Reinforcement Learning from Demonstration through Shaping., , , , , and . IJCAI, page 3352-3358. AAAI Press, (2015)DCOPs Meet the Real World: Exploring Unknown Reward Matrices with Applications to Mobile Sensor Networks., , , and . IJCAI, page 181-186. (2009)Autonomously Reusing Knowledge in Multiagent Reinforcement Learning., , and . IJCAI, page 5487-5493. ijcai.org, (2018)Pre-training with non-expert human demonstration for deep reinforcement learning., , and . Knowledge Eng. Review, (2019)Transfer Learning for Reinforcement Learning Domains: A Survey., and . J. Mach. Learn. Res., (2009)Protecting against evaluation overfitting in empirical reinforcement learning., , , and . ADPRL, page 120-127. IEEE, (2011)Abstraction and Generalization in Reinforcement Learning: A Summary and Framework., , and . ALA, volume 5924 of Lecture Notes in Computer Science, page 1-32. Springer, (2009)Lifelong learning for disturbance rejection on mobile robots., , , , , , and . IROS, page 3993-3998. IEEE, (2016)Sequential Association Rule Mining for Autonomously Extracting Hierarchical Task Structures in Reinforcement Learning., , and . IEEE Access, (2020)