Awesome Reinforcement Learning
๐
Papers
๐งญ
Topics
๐ฅ
Trending
๐บ๏ธ
Map
๐
Leaderboards
๐
Learn
๐ค
Ask AI
โฏ
More
๐ฅ
Authors
๐
Reading Packs
๐
Datasets
๐ ๏ธ
Tools
๐ฐ
News
๐
Blogs
โ๏ธ
Newsletter
๐ฏ
Research Radar
๐
Saved
+ Add Paper
โพ
โ
โ authors
ยท
overview
Loading authorโฆ
๐ค
Ask AI
Razvan Pascanu โ most-cited papers & profile ยท Reinforcement Learning
โ authors
ยท
overview
Razvan Pascanu
36
papers ยท
2087
citations ยท
61
h-index
Google DeepMind (United Kingdom) ยท Google (United Kingdom) ยท Centre Universitaire de Mila ยท Imperial College London
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
Learning to Navigate in Complex Environments
2016 ยท 368 citations
Imagination-Augmented Agents for Deep Reinforcement Learning
2017 ยท 211 citations
Distral: Robust Multitask Reinforcement Learning
2017 ยท 183 citations
Relational Deep Reinforcement Learning
2018 ยท 160 citations
Stabilizing Transformers for Reinforcement Learning
2019 ยท 132 citations
Sim-to-Real Robot Learning from Pixels with Progressive Nets
2016 ยท 109 citations
Learning model-based planning from scratch
2017 ยท 78 citations
Metacontrol for Adaptive Imagination-Based Optimization
2017 ยท 47 citations
Ray Interference: a Source of Plateaus in Deep Reinforcement Learning
2019 ยท 39 citations
Mix&Match - Agent Curricula for Reinforcement Learning
2018 ยท 29 citations
Exploiting Hierarchy for Learning and Transfer in KL-regularized RL
2019 ยท 20 citations
Continual World: A Robotic Benchmark For Continual Reinforcement Learning
2021 ยท 20 citations
Behavior Priors for Efficient Reinforcement Learning
2020 ยท 14 citations
Spectral Normalisation for Deep Reinforcement Learning: an Optimisation Perspective
2021 ยท 8 citations
Regularized Behavior Value Estimation
2021 ยท 4 citations
Top co-authors
Nicolas Heess
ยท 9
Raia Hadsell
ยท 5
Yee Whye Teh
ยท 5
Caglar Gulcehre
ยท 4
Oriol Vinyals
ยท 4
Alexandre Galashov
ยท 3
Clare Lyle
ยท 3
Leonard Hasenclever
ยท 3
Peter Battaglia
ยท 3
Sepp Hochreiter
ยท 3
Siddhant M. Jayakumar
ยท 3
Thomas Schmied
ยท 3
Topics
Meta-RL
Value-Based
Model-Based RL
Game AI
Exploration
Offline RL
Policy Gradient
Multi-Agent
Safe RL