Dapeng Li
9 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π Cross-Pollinator (15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
(3)
Conferences
AAAI (3)
NIPS (3)
ICML (2)
IJCAI (1)
Top co-authors
Keywords
multi-agent reinforcement learning
(6)
value decomposition
(3)
cooperative multi-agent
(3)
cooperative learning
(2)
policy learning
(1)
consensus learning
(1)
agent communication
(1)
hierarchical reinforcement learning
(1)
importance sampling
(1)
message passing
(1)
model-based reinforcement learning
(1)
importance weighting
(1)
communication efficiency
(1)
variational autoencoder
(1)
stackelberg equilibrium
(1)
latent space
(1)
cooperative multi-agent system
(1)
credit assignment
(1)
bayesian neural network
(1)
communication overhead
(1)
Papers
Reidentify: Context-Aware Identity Generation for Contextual Multi-Agent Reinforcement Learning
ICML 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
f-Divergence Variational Inference
NIPS 2020