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
Pierre Vandenhove — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Pierre Vandenhove
7
papers ·
0
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Computing the Reachability Value of Posterior-Deterministic POMDPs
2026
Arena-Independent Finite-Memory Determinacy in Stochastic Games
2021
Characterizing Omega-Regularity through Finite-Memory Determinacy of Games on Infinite Graphs
2021
How to Play Optimally for Regular Objectives?
2022
The Power of Counting Steps in Quantitative Games
2024
A positional Π⁰₃-complete objective
2024
Revelations: A Decidable Class of POMDPs with Omega-Regular Objectives
2024
Top co-authors
Mickael Randour
· 3
Nathana\"el Fijalkow
· 3
Patricia Bouyer
· 3
Guillermo A. P\'erez
· 2
Antonio Casares
· 1
Arka Ghosh
· 1
David Purser
· 1
Florian Horn
· 1
Hugo Gimbert
· 1
Marius Belly
· 1
Patrick Totzke
· 1
Pierre Ohlmann
· 1
Topics
cs.FL
cs.LO
cs.GT
cs.AI
cs.CC
cs.SY
eess.SY