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
Botian Shi — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Botian Shi
54
papers ·
246
citations ·
0
h-index
Beijing Academy of Artificial Intelligence · Shanghai Artificial Intelligence Laboratory
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
UR-Bench: A Benchmark for Multi-Hop Reasoning over Ultra-High-Resolution Images
2026
MemVerse: Multimodal Memory for Lifelong Learning Agents
2025
Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks
2025
EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle
2025
Top co-authors
Licheng Wen
· 4
Pinlong Cai
· 4
Xuemeng Yang
· 4
Daocheng Fu
· 3
Jianbiao Mei
· 3
Nianchen Deng
· 3
Yufan Shen
· 3
Cheng Yang
· 2
Rong Wu
· 2
Ding Wang
· 1
Haifeng Li
· 1
Haodong Lei
· 1
Topics
cs.AI
cs.CL
cs.CV