Awesome Reinforcement Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Laura Toni — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Laura Toni
12
papers ·
84
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Representation Learning on Graphs: A Reinforcement Learning Application
2019 · 5 citations
State2vec: Off-Policy Successor Features Approximators
2019 · 4 citations
The impact of intrinsic rewards on exploration in Reinforcement Learning
2025 · 1 citations
Impact of Connectivity on Laplacian Representations in Reinforcement Learning
2026
Reinforcement Learning Using known Invariances
2025
Near-Optimal Sample Complexity in Reward-Free Kernel-Based Reinforcement Learning
2025
Semi-supervised Batch Learning From Logged Data
2022
NAVIX: Scaling MiniGrid Environments with JAX
2024
Assessing the Zero-Shot Capabilities of LLMs for Action Evaluation in RL
2024
Top co-authors
Aya Kayal
· 3
Eduardo Pignatelli
· 3
Alberto Bernacchia
· 2
Sattar Vakili
· 2
Sephora Madjiheurem
· 2
Alexandru Cioba
· 1
Armin Behnamnia
· 1
Chengchun Shi
· 1
Chris Lu
· 1
Davide Paglieri
· 1
Edward Grefenstette
· 1
Gholamali Aminian
· 1
Topics
Model-Based RL
Value-Based
Exploration
Meta-RL
Offline RL
Safe RL
Multi-Agent
RLHF & Alignment