Xinning Chen
4 papers · 2022–2026 · 3 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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Research topics
Keywords
multi-agent reinforcement learning
(3)
reinforcement learning
(1)
continual learning
(1)
catastrophic forgetting
(1)
sample efficiency
(1)
cooperative learning
(1)
sparse reward
(1)
multi-agent cooperation
(1)
cooperative multi-agent
(1)
exploration efficiency
(1)
experience sharing
(1)
knowledge sharing
(1)
sample-efficient training
(1)
action advising
(1)
multi-stage task
(1)
goal consistency
(1)
model plasticity
(1)
parameter reuse
(1)
Papers
Parameter-efficient Continual Learning for Enhancing Plasticity without Forgetting under Limited Model Capacity
CVPR 2026
Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning
AAAI 2024
Selective Learning for Sample-Efficient Training in Multi-Agent Sparse Reward Tasks (Extended Abstract)
IJCAI 2024
Goal Consistency: An Effective Multi-Agent Cooperative Method for Multistage Tasks
IJCAI 2022