Mingqi Yuan
5 papers · 2023–2026 · 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
(11)
Top co-authors
Research topics
Artificial Intelligence
(4)
Reinforcement Learning
(4)
Core AI
(4)
Methods
(4)
Deep Learning
(3)
Machine Learning
(2)
Applications · Reinforcement Learning
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Robotics
(1)
Applications · Robotics
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
reinforcement learning
(4)
deep reinforcement learning
(3)
hyperparameter optimization
(1)
neural network optimization
(1)
humanoid robot
(1)
reward function
(1)
reward design
(1)
state representation learning
(1)
multi-armed bandit
(1)
model training
(1)
reward shaping
(1)
intrinsic reward
(1)
video diffusion model
(1)
modular framework
(1)
exploitation-exploration tradeoff
(1)
automated rl system
(1)
large language model
(1)
intrinsic reward shaping
(1)
reward toolkit
(1)
benchmark hub
(1)
Papers
Goal-Driven Reward by Video Diffusion Models for Reinforcement Learning
CVPR 2026
PvP: Data-Efficient Humanoid Robot Learning with Proprioceptive-Privileged Contrastive Representations
CVPR 2026
RLLTE: Long-Term Evolution Project of Reinforcement Learning
AAAI 2025
ULTHO: Ultra-Lightweight yet Efficient Hyperparameter Optimization in Deep Reinforcement Learning
ICCV 2025
Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning
ICML 2023