Dapeng Li
9 papers · 2020–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
📈
Trend Setter
Venues
Top co-authors
Research topics
Reinforcement Learning
(8)
Methods
(8)
Artificial Intelligence
(6)
Core AI
(5)
Deep Learning
(3)
Machine Learning
(3)
Applications
(3)
Learning Types · Deep Learning
(2)
Application Areas
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
multi-agent reinforcement learning
(6)
value decomposition
(3)
cooperative multi-agent
(3)
cooperative learning
(2)
multi-agent system
(2)
consensus learning
(1)
policy learning
(1)
sample efficiency
(1)
message passing
(1)
importance sampling
(1)
model-based reinforcement learning
(1)
importance weighting
(1)
communication efficiency
(1)
generalization
(1)
sequential decision making
(1)
latent space
(1)
hierarchical reinforcement learning
(1)
stackelberg equilibrium
(1)
cooperative multi-agent system
(1)
variational autoencoder
(1)
Papers
Efficient Communication in Multi-Agent Reinforcement Learning with Implicit Consensus Generation
AAAI 2025
Reidentify: Context-Aware Identity Generation for Contextual Multi-Agent Reinforcement Learning
ICML 2025
Sequential Asynchronous Action Coordination in Multi-Agent Systems: A Stackelberg Decision Transformer Approach
ICML 2024
Consensus Learning for Cooperative Multi-Agent Reinforcement Learning
AAAI 2023
Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative MARL
NeurIPS 2023
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
Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning
NeurIPS 2022
f-Divergence Variational Inference
NeurIPS 2020