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Yansong Ning — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yansong Ning
11
papers ·
0
citations ·
2
h-index
Hong Kong University of Science and Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management
2026
TrafficClaw: A Generalizable LLM Agent in the Unified Physical Environment for Urban Traffic Control
2026
Agent-Omit: Adaptive Context Omission for Efficient LLM Agents
2026
DeepTravel: An End-to-End Agentic Reinforcement Learning Framework for Autonomous Travel Planning Agents
2025
Not All Thoughts are Generated Equal: Efficient LLM Reasoning via Multi-Turn Reinforcement Learning
2025
Top co-authors
Hao Liu
· 5
Jun Fang
· 3
Naiqiang Tan
· 3
Wei Li
· 2
Fan Liu
· 1
Jun Wang
· 1
Kai Chen
· 1
Pan Zhang
· 1
Rui Liu
· 1
Topics
cs.AI
cs.LG
Model-Based RL
RLHF & Alignment
Multi-Agent