Minghuan Liu
18 papers · 2020–2025 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(14)
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Prolific Year Β· Productive
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
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Top co-authors
Research topics
Reinforcement Learning
(12)
Methods
(10)
Artificial Intelligence
(9)
Core AI
(7)
Machine Learning
(5)
Applications Β· Reinforcement Learning
(5)
Robotics
(4)
Learning Types
(4)
Deep Learning
(3)
Capabilities
(3)
Applications Β· Robotics
(2)
Learning Paradigms
(2)
Systems
(2)
Computer Vision
(1)
Analysis
(1)
Keywords
reinforcement learning
(4)
multi-agent system
(3)
proximal policy optimization
(2)
imitation learning
(2)
dynamics model
(2)
offline reinforcement learning
(2)
sample efficiency
(2)
whole-body control
(2)
attention mechanism
(1)
policy gradient
(1)
feature learning
(1)
curriculum learning
(1)
transfer learning
(1)
multimodal learning
(1)
policy optimization
(1)
adversarial learning
(1)
policy learning
(1)
trajectory prediction
(1)
imperfect information
(1)
depth estimation
(1)
Papers
A Unified and General Humanoid Whole-Body Controller for Fine-Grained Locomotion
RSS 2025
Prompting Depth Anything for 4K Resolution Accurate Metric Depth Estimation
CVPR 2025
ACE: A Cross-platform and visual-Exoskeletons System for Low-Cost Dexterous Teleoperation
CoRL 2024
GenSim2: Scaling Robot Data Generation with Multi-modal and Reasoning LLMs
CoRL 2024
MADiff: Offline Multi-agent Learning with Diffusion Models
NeurIPS 2024
Unleashing Large-Scale Video Generative Pre-training for Visual Robot Manipulation
ICLR 2024
Vision-Language Foundation Models as Effective Robot Imitators
ICLR 2024
Visual Whole-Body Control for Legged Loco-Manipulation
CoRL 2024
Adaptation Augmented Model-based Policy Optimization
JMLR 2023
Visual Imitation Learning with Patch Rewards
ICLR 2023
Goal-Conditioned Reinforcement Learning: Problems and Solutions
IJCAI 2022
PerfectDou: Dominating DouDizhu with Perfect Information Distillation
NeurIPS 2022
Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization
ICML 2022
Reinforcement Learning with Automated Auxiliary Loss Search
NeurIPS 2022
Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble
IJCAI 2022
Curriculum Offline Imitating Learning
NeurIPS 2021
MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks
IJCAI 2021
Multi-Agent Interactions Modeling with Correlated Policies
ICLR 2020