Jianhao Wang
14 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (25) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Triple Crown
π€
Dynamic Duo
(13)
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Grand Slam
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(5)
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Trend Setter
ποΈ
Keyword Collector
(70)
Top co-authors
Research topics
Keywords
multi-agent reinforcement learning
(6)
value factorization
(2)
intrinsic reward
(2)
hierarchical reinforcement learning
(2)
subgoal representation
(2)
offline reinforcement learning
(2)
uncertainty quantification
(1)
transfer learning
(1)
sample efficiency
(1)
video understanding
(1)
instruction tuning
(1)
communication efficiency
(1)
human motion
(1)
motion capture
(1)
data augmentation
(1)
distribution shift
(1)
model-based reinforcement learning
(1)
attention mechanism
(1)
continuous control
(1)
value function
(1)
Papers
Human Motion Instruction Tuning
CVPR 2025
Offline Meta Reinforcement Learning with In-Distribution Online Adaptation
ICML 2023
Active Hierarchical Exploration with Stable Subgoal Representation Learning
ICLR 2022
LAPO: Latent-Variable Advantage-Weighted Policy Optimization for Offline Reinforcement Learning
NeurIPS 2022
Multi-Agent Concentrative Coordination with Decentralized Task Representation
IJCAI 2022
Multi-Agent Incentive Communication via Decentralized Teammate Modeling
AAAI 2022
Self-Organized Polynomial-Time Coordination Graphs
ICML 2022
Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration
NeurIPS 2021
Learning Subgoal Representations with Slow Dynamics
ICLR 2021
MetaCURE: Meta Reinforcement Learning with Empowerment-Driven Exploration
ICML 2021
Offline Reinforcement Learning with Reverse Model-based Imagination
NeurIPS 2021
QPLEX: Duplex Dueling Multi-Agent Q-Learning
ICLR 2021
Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization
NeurIPS 2021
Object-Oriented Dynamics Learning through Multi-Level Abstraction
AAAI 2020