Sheng Han
5 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types
(3)
Reinforcement Learning
(2)
Methods
(2)
Computer Vision
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Robotics
(1)
Analysis
(1)
Applications · Reinforcement Learning
(1)
Applications · Robotics
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Keywords
multi-agent reinforcement learning
(3)
continual learning
(1)
catastrophic forgetting
(1)
constrained reinforcement learning
(1)
off-policy learning
(1)
off-policy reinforcement learning
(1)
knowledge graph
(1)
multi-agent collaboration
(1)
teammate modeling
(1)
robotics task
(1)
asynchronous communication
(1)
vehicle re-identification
(1)
keypoint detection
(1)
lagrange multiplier
(1)
active inference
(1)
communication delay
(1)
decentralized execution
(1)
relation pattern
(1)
transformer model
(1)
intent representation
(1)
Papers
Think How Your Teammates Think: Active Inference Can Benefit Decentralized Execution
AAAI 2026
CoDe: Communication Delay-Tolerant Multi-Agent Collaboration via Dual Alignment of Intent and Timeliness
AAAI 2025
From General Relation Patterns to Task-Specific Decision-Making in Continual Multi-Agent Coordination
IJCAI 2025
Infer the Whole from a Glimpse of a Part: Keypoint-Based Knowledge Graph for Vehicle Re-Identification
AAAI 2025
Enhancing Off-Policy Constrained Reinforcement Learning through Adaptive Ensemble C Estimation
AAAI 2024