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
Sina Ghiassian — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Sina Ghiassian
8
papers ·
20
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Improving Performance in Reinforcement Learning by Breaking Generalization in Neural Networks
2020 · 8 citations
Two geometric input transformation methods for fast online reinforcement learning with neural nets
2018 · 7 citations
Overcoming Catastrophic Interference in Online Reinforcement Learning with Dynamic Self-Organizing Maps
2019 · 3 citations
Importance Sampling Placement in Off-Policy Temporal-Difference Methods
2022 · 1 citations
In-context Exploration-Exploitation for Reinforcement Learning
2024 · 1 citations
An Empirical Comparison of Off-policy Prediction Learning Algorithms on the Collision Task
2021
An Empirical Comparison of Off-policy Prediction Learning Algorithms in the Four Rooms Environment
2021
Auxiliary task discovery through generate-and-test
2022
Top co-authors
Banafsheh Rafiee
· 3
Richard S. Sutton
· 3
Yat Long Lo
· 2
Adam White
· 1
Adam White
· 1
Eric Graves
· 1
Federico Tomasi
· 1
Huizhen Yu
· 1
Jun Jin
· 1
Jun Luo
· 1
Richard Sutton
· 1
Zhenwen Dai
· 1
Topics
Value-Based
Exploration
Offline RL
Model-Based RL
Policy Gradient
cs.NE
q-bio.NC
Meta-RL