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Jost Tobias Springenberg — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Jost Tobias Springenberg
33
papers ·
925
citations ·
38
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Maximum a Posteriori Policy Optimisation
2018 · 167 citations
Learning by Playing - Solving Sparse Reward Tasks from Scratch
2018 · 155 citations
Critic Regularized Regression
2020 · 90 citations
Keep Doing What Worked: Behavioral Modelling Priors for Offline Reinforcement Learning
2020 · 48 citations
Relative Entropy Regularized Policy Iteration
2018 · 45 citations
V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control
2019 · 39 citations
Robust Reinforcement Learning for Continuous Control with Model Misspecification
2019 · 38 citations
Deep Reinforcement Learning with Successor Features for Navigation across Similar Environments
2016 · 33 citations
Self-supervised Learning of Image Embedding for Continuous Control
2019 · 30 citations
Continuous-Discrete Reinforcement Learning for Hybrid Control in Robotics
2020 · 27 citations
How to Spend Your Robot Time: Bridging Kickstarting and Offline Reinforcement Learning for Vision-based Robotic Manipulation
2022 · 9 citations
Local Search for Policy Iteration in Continuous Control
2020 · 8 citations
Imagined Value Gradients: Model-Based Policy Optimization with Transferable Latent Dynamics Models
2019 · 6 citations
Quinoa: a Q-function You Infer Normalized Over Actions
2019 · 4 citations
Collect & Infer -- a fresh look at data-efficient Reinforcement Learning
2021 · 4 citations
Top co-authors
Martin Riedmiller
· 21
Nicolas Heess
· 18
Abbas Abdolmaleki
· 17
Roland Hafner
· 8
Thomas Lampe
· 7
Arunkumar Byravan
· 5
Jonas Degrave
· 5
Michael Bloesch
· 5
Markus Wulfmeier
· 4
Michael Neunert
· 4
Bobak Shahriari
· 3
Dan Belov
· 3
Topics
Model-Based RL
Offline RL
Value-Based
Policy Gradient
Meta-RL
Exploration
RLHF & Alignment
Safe RL
Multi-Agent
Game AI