Shuncheng He
7 papers · 2022–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
🏆
Grand Slam
Venues
Top co-authors
Research topics
Keywords
offline reinforcement learning
(3)
multi-agent reinforcement learning
(3)
skill discovery
(2)
partial observability
(2)
unsupervised reinforcement learning
(2)
centralized training decentralized execution
(2)
mutual information
(1)
mutual information maximization
(1)
latent variable model
(1)
out-of-distribution detection
(1)
unsupervised skill discovery
(1)
skill learning
(1)
zero-shot generalization
(1)
cooperative learning
(1)
cooperative multi-agent system
(1)
uncertainty estimation
(1)
cooperative multi-agent
(1)
extrapolation error
(1)
dynamics model
(1)
out-of-distribution state
(1)
Papers
Complementary Attention for Multi-Agent Reinforcement Learning
ICML 2023
DARL: Distance-Aware Uncertainty Estimation for Offline Reinforcement Learning
AAAI 2023
In-sample Actor Critic for Offline Reinforcement Learning
ICLR 2023
Self-Organized Group for Cooperative Multi-agent Reinforcement Learning
NeurIPS 2022
SPD: Synergy Pattern Diversifying Oriented Unsupervised Multi-agent Reinforcement Learning
NeurIPS 2022
State Deviation Correction for Offline Reinforcement Learning
AAAI 2022
Wasserstein Unsupervised Reinforcement Learning
AAAI 2022