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role discovery

5 papers

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multi-agent reinforcement learning (3) role transition (1) graph neural network (1) role analytics (1) role-based learning (1) structural information principle (1) bi-level learning (1) action space decomposition (1) role selector (1) diversity (1)

Papers

GRDC: A Unified Graph-Driven Framework for Role Discovery and Communication in Multi-Agent Reinforcement Learning AAAI 2026 R3DM: Enabling Role Discovery and Diversity Through Dynamics Models in Multi-agent Reinforcement Learning ICML 2025 Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles AAAI 2023 RODE: Learning Roles to Decompose Multi-Agent Tasks ICLR 2021 DyNMF: Role Analytics in Dynamic Social Networks IJCAI 2018