Chennan Ma
4 papers · 2023–2025 · 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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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Reinforcement Learning
(3)
Methods
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Processing
(1)
Keywords
multi-agent reinforcement learning
(3)
value factorization
(2)
point cloud
(1)
human pose estimation
(1)
distributional reinforcement learning
(1)
parameter sharing
(1)
neural network expressivity
(1)
mixing network
(1)
dormant neuron
(1)
weight transfer
(1)
policy network
(1)
multimodal fusion
(1)
risk-sensitive reinforcement learning
(1)
gradient conflict
(1)
value at risk
(1)
neural network
(1)
temporal feature fusion
(1)
clone neuron
(1)
futile neurons
(1)
semi-supervised learning
(1)
Papers
GradPS: Resolving Futile Neurons in Parameter Sharing Network for Multi-Agent Reinforcement Learning
ICML 2025
FTP: A Human Pose Estimation Method Integrating Temporal and Fine-Grained Feature Fusion
ACML 2024
The Dormant Neuron Phenomenon in Multi-Agent Reinforcement Learning Value Factorization
NeurIPS 2024
RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization
NeurIPS 2023