Guoliang Fan
8 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π Conference Polyglot (4) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Keyword Champion
(4)
Conferences
AAAI (4)
NIPS (2)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
multi-agent reinforcement learning
(7)
cooperative multi-agent
(4)
value decomposition
(3)
cooperative learning
(2)
policy learning
(1)
consensus learning
(1)
agent communication
(1)
hierarchical reinforcement learning
(1)
message passing
(1)
model-based reinforcement learning
(1)
communication efficiency
(1)
stackelberg equilibrium
(1)
latent space
(1)
cooperative multi-agent system
(1)
credit assignment
(1)
identity recognition
(1)
communication overhead
(1)
decentralized execution
(1)
centralized training
(1)
multi-agent system
(1)
Papers
AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning
AAAI 2025
Efficient Communication in Multi-Agent Reinforcement Learning with Implicit Consensus Generation
AAAI 2025
Sequential Asynchronous Action Coordination in Multi-Agent Systems: A Stackelberg Decision Transformer Approach
ICML 2024
HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism
AAAI 2023
Inducing Stackelberg Equilibrium through Spatio-Temporal Sequential Decision-Making in Multi-Agent Reinforcement Learning
IJCAI 2023
Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative MARL
NIPS 2023
Consensus Learning for Cooperative Multi-Agent Reinforcement Learning
AAAI 2023
Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning
NIPS 2022