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Junliang Xing — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Junliang Xing
36
papers ·
111
citations ·
52
h-index
Ministry of Education of the People's Republic of China · Tsinghua University
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Most-cited papers
GTR: Guided Thought Reinforcement Prevents Thought Collapse in RL-based VLM Agent Training
2025 · 11 citations
Revisiting Discrete Soft Actor-Critic
2022 · 11 citations
Hi-Agent: Hierarchical Vision-Language Agents for Mobile Device Control
2025 · 2 citations
GTR-Turbo: Merged Checkpoint is Secretly a Free Teacher for Agentic VLM Training
2025
Benchmarking the Limits of In-Context Reinforcement Learning for Ad-Hoc Teamwork
2026
K^2-Agent: Co-Evolving Know-What and Know-How for Hierarchical Mobile Device Control
2026
MARPO: A Reflective Policy Optimization for Multi Agent Reinforcement Learning
2025
Efficient Multi-Task Reinforcement Learning with Cross-Task Policy Guidance
2025
Goal-Oriented Skill Abstraction for Offline Multi-Task Reinforcement Learning
2025
Synergizing Reinforcement Learning and Genetic Algorithms for Neural Combinatorial Optimization
2025
Habitizing Diffusion Planning for Efficient and Effective Decision Making
2025
Not All Tasks Are Equally Difficult: Multi-Task Deep Reinforcement Learning with Dynamic Depth Routing
2023
Reflective Policy Optimization
2024
Transductive Off-policy Proximal Policy Optimization
2024
AdaMemento: Adaptive Memory-Assisted Policy Optimization for Reinforcement Learning
2024
Top co-authors
Kai Li
· 7
Jian Cheng
· 5
Yuanchun Shi
· 5
Deheng Ye
· 3
Qiang Fu
· 3
Tong Wei
· 3
Changhao Zhang
· 2
Hongjin Lu
· 2
Jianye Hao
· 2
Kun Shao
· 2
Yijun Yang
· 2
Zongqing Lu
· 2
Topics
Policy Gradient
Model-Based RL
cs.AI
Meta-RL
Offline RL
Exploration
Game AI
Multi-Agent
RLHF & Alignment
cs.CV