The paper combines option-critic hierarchical RL with permutation-invariant Deep Set networks and a pair-wise Q decomposition to learn agent groupings and policies.
Dynamic planning in open-ended dialogue using reinforcement learning, 2022
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Hierarchical Reinforcement Learning for Optimal Agent Grouping in Cooperative Systems
The paper combines option-critic hierarchical RL with permutation-invariant Deep Set networks and a pair-wise Q decomposition to learn agent groupings and policies.