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Razvan Pascanu — most-cited papers & profile · Multimodal
← authors
·
overview
Razvan Pascanu
40
papers ·
2566
citations ·
61
h-index
Google DeepMind (United Kingdom) · Google (United Kingdom) · Centre Universitaire de Mila · Imperial College London
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Most-cited papers
Learning Deep Generative Models of Graphs
2018 · 449 citations
Learning to Navigate in Complex Environments
2016 · 368 citations
Learning To Navigate In Complex Environments
2016 · 366 citations
Imagination-Augmented Agents for Deep Reinforcement Learning
2017 · 211 citations
Distral: Robust Multitask Reinforcement Learning
2017 · 183 citations
Relational Deep Reinforcement Learning
2018 · 160 citations
Stabilizing Transformers for Reinforcement Learning
2019 · 132 citations
Sim-to-Real Robot Learning from Pixels with Progressive Nets
2016 · 109 citations
Sim-to-Real Robot Learning from Pixels with Progressive Nets
2016 · 109 citations
Learning model-based planning from scratch
2017 · 78 citations
Metacontrol for Adaptive Imagination-Based Optimization
2017 · 47 citations
Ray Interference: a Source of Plateaus in Deep Reinforcement Learning
2019 · 39 citations
Mix&Match - Agent Curricula for Reinforcement Learning
2018 · 29 citations
Exploiting Hierarchy for Learning and Transfer in KL-regularized RL
2019 · 20 citations
Continual World: A Robotic Benchmark For Continual Reinforcement Learning
2021 · 20 citations
Topics
Meta-RL
Value-Based
Model-Based RL
Game AI
Exploration
Offline RL
Policy Gradient
Efficiency
Model Architecture
Training Techniques