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
Yang Zhang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yang Zhang
297
papers ·
6784
citations ·
22
h-index
Rutgers, The State University of New Jersey · National University of Singapore
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
R1-Code-Interpreter: LLMs Reason with Code via Supervised and Multi-stage Reinforcement Learning
2025 · 3 citations
Directed-MAML: Meta Reinforcement Learning Algorithm with Task-directed Approximation
2025 · 1 citations
PAFO: Pareto Fairness Optimization for Personalized Reward Modeling
2026
Large Language Models as Amortized Pareto-Front Generators for Constrained Bi-Objective Convex Optimization
2026
NextMem: Towards Latent Factual Memory for LLM-based Agents
2026
FinDeepForecast: A Live Multi-Agent System for Benchmarking Deep Research Agents in Financial Forecasting
2026
Tailored Primitive Initialization is the Secret Key to Reinforcement Learning
2025
QiMeng-SALV: Signal-Aware Learning for Verilog Code Generation
2025
Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information
2025
Steering LLM Thinking with Budget Guidance
2025
Excessive Reasoning Attack on Reasoning LLMs
2025
Online Iterative Self-Alignment for Radiology Report Generation
2025
A Comprehensive Survey of Reward Models: Taxonomy, Applications, Challenges, and Future
2025
PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play
2025
Ask1: Development and Reinforcement Learning-Based Control of a Custom Quadruped Robot
2024
Top co-authors
Chuchu Fan
· 3
Fuli Feng
· 3
Yilun Hao
· 3
Chuang Gan
· 2
Rui Li
· 2
Tat-Seng Chua
· 2
Wenjie Wang
· 2
Xiaoyan Zhao
· 2
Xu Chen
· 2
Yongchao Chen
· 2
Zeyu Zhang
· 2
and Yong Liu
· 1
Topics
cs.AI
cs.LG
cs.CL
cs.IR
cs.SC
cs.MA
cs.AR
cs.PL
cs.CR
cs.CV