Awesome Reinforcement Learning
Papers
Topics
Trending
Leaderboards
Authors
Datasets
Learn
Ask AI
Map
Tools
Reading Packs
News
All sections
Browse
Papers
The full index, filterable and sortable.
Topics
The same papers grouped by subject tag.
Trending
What moved this week, and by how much.
Authors
Who publishes here, and who they publish with.
Map
The collection laid out by embedding similarity.
Compare
Leaderboards
Benchmark tables, with the paper behind each number.
Datasets
The datasets these papers train and evaluate on.
Tools
Code and libraries released alongside the papers.
Read
Learn
Ordered routes from background reading to current work.
Ask AI
Ask a question and get answers cited to these papers.
Videos
The most-watched talks and lectures in this field.
Reading Packs
Short curated sets built around one question.
Follow
News
Press and coverage tied back to the papers.
Blogs
Author and lab write-ups of their own work.
Newsletter
Email digest of what changed, on a schedule.
Research Radar
Paste an abstract, get matches across every collection.
Yours
Saved
Papers you bookmarked in this browser.
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
Ask AI
Ningyu Zhang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ningyu Zhang
84
papers ·
180
citations ·
0
h-index
Alibaba Group (China) · Zhejiang University of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis
2026
Can We Predict Before Executing Machine Learning Agents?
2026
Towards Personalized Deep Research: Benchmarks and Evaluations
2025
AutoMind: Adaptive Knowledgeable Agent for Automated Data Science
2025
KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality
2025
Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training
2025
Reasoning with Language Model Prompting: A Survey
2022
Towards A Unified View of Answer Calibration for Multi-Step Reasoning
2023
AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning
2024
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
2024
RaFe: Ranking Feedback Improves Query Rewriting for RAG
2024
Top co-authors
Huajun Chen
· 7
Shuofei Qiao
· 7
Shumin Deng
· 3
Yixin Ou
· 3
Yujie Luo
· 3
Da Zheng
· 2
Fei Huang
· 2
Jingsheng Zheng
· 2
Jintian Zhang
· 2
Lei Liang
· 2
Runnan Fang
· 2
Wangchunshu Zhou
· 2
Topics
cs.AI
cs.CL
cs.LG
cs.MA
cs.IR
cs.HC
cs.CV