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07/05/2023
Multi-Agent Cooperation via Unsupervised Learning of Joint Intentions
The field of cooperative multi-agent reinforcement learning (MARL) has s...
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06/19/2023
Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification
Ad hoc teamwork requires an agent to cooperate with unknown teammates wi...
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02/14/2023
Adaptive Value Decomposition with Greedy Marginal Contribution Computation for Cooperative Multi-Agent Reinforcement Learning
Real-world cooperation often requires intensive coordination among agent...
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11/05/2020
HILONet: Hierarchical Imitation Learning from Non-Aligned Observations
It is challenging learning from demonstrated observation-only trajectori...
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11/04/2020