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Kang Xu — most-cited papers & profile · AI Agents
← authors
·
overview
Kang Xu
7
papers ·
22
citations ·
149
h-index
Scientific Systems (United States) · Beijing University of Civil Engineering and Architecture · Carnegie Mellon University
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning
2023 · 12 citations
Cross-Domain Policy Adaptation via Value-Guided Data Filtering
2023 · 3 citations
Evolutionary Action Selection for Gradient-based Policy Learning
2022 · 2 citations
Open-Ended Diverse Solution Discovery with Regulated Behavior Patterns for Cross-Domain Adaptation
2022 · 2 citations
Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning
2024
Constrained Ensemble Exploration for Unsupervised Skill Discovery
2024
Top co-authors
Bin Zhao
· 1
Chenjia Bai
· 1
Dong Wang
· 1
Wei Li
· 1
Xiaoteng Ma
· 1
Xuelong Li
· 1
Zhen Wang
· 1
Topics
Model-Based RL
Exploration
Meta-RL
Offline RL
Policy Gradient
Safe RL
Value-Based
Multi-Agent