Fuxiang Zhang
8 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(11)
Conferences
ICLR (3)
AAAI (2)
IJCAI (2)
ICML (1)
Top co-authors
Keywords
multi-agent reinforcement learning
(2)
representation learning
(1)
reinforcement learning
(1)
link prediction
(1)
offline reinforcement learning
(1)
attention mechanism
(1)
communication efficiency
(1)
hierarchical structure
(1)
collision avoidance
(1)
knowledge graph
(1)
behavior policy
(1)
value overestimation
(1)
policy regularization
(1)
task decomposition
(1)
teammate modeling
(1)
relation embedding
(1)
multi-agent pathfinding
(1)
robot coordination
(1)
value function factorization
(1)
dataset constraint
(1)
Papers
Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation
ICLR 2025
Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning
ICLR 2024
Policy Regularization with Dataset Constraint for Offline Reinforcement Learning
ICML 2023
Towards Deployment-Efficient and Collision-Free Multi-Agent Path Finding (Student Abstract)
AAAI 2023
Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data
ICLR 2023
Multi-Agent Concentrative Coordination with Decentralized Task Representation
IJCAI 2022
Multi-Agent Incentive Communication via Decentralized Teammate Modeling
AAAI 2022
TransRHS: A Representation Learning Method for Knowledge Graphs with Relation Hierarchical Structure
IJCAI 2020