Chenghao Li
7 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
Top co-authors
Research topics
Reinforcement Learning
(4)
Methods
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
offline reinforcement learning
(2)
multi-agent reinforcement learning
(1)
orthogonal matching pursuit
(1)
contrastive learning
(1)
vision transformer
(1)
policy optimization
(1)
density estimation
(1)
data augmentation
(1)
mutual information
(1)
parameter sharing
(1)
value estimation
(1)
competitive game
(1)
multimodal agent
(1)
gradient approximation
(1)
extrapolation error
(1)
noise contrastive estimation
(1)
softmax approximation
(1)
multi-party computation
(1)
minimax optimal rate
(1)
risk-sensitive reinforcement learning
(1)
Papers
A Data-Augmented Contrastive Learning Approach to Nonparametric Density Estimation
JMLR 2026
Experience Transfer for Multimodal LLM Agents in Minecraft Game
CVPR 2026
Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset
ICLR 2025
Learning Diverse Risk Preferences in Population-Based Self-Play
AAAI 2024
SAL-ViT: Towards Latency Efficient Private Inference on ViT using Selective Attention Search with a Learnable Softmax Approximation
ICCV 2023
Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning
NeurIPS 2021
Celebrating Diversity in Shared Multi-Agent Reinforcement Learning
NeurIPS 2021