Jost Tobias Springenberg

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研究焦点

主要成就

代表论文

1. 1
   Deep reinforcement learning with successor features for navigation across similar environments

   283 次引用 · 2017
2. 2
   Learning an Embedding Space for Transferable Robot Skills

   190 次引用 · 2018
3. 3
   Learning by Playing - Solving Sparse Reward Tasks from Scratch

   155 次引用 · 2018
4. 4
   Learning by Playing - Solving Sparse Reward Tasks from Scratch

   152 次引用 · 2018
5. 5
   Multimodal deep learning for robust RGB-D object recognition

   133 次引用 · 2015
6. 6
   A Generalist Agent

   66 次引用 · 2022
7. 7
   Keep Doing What Worked: Behavior Modelling Priors for Offline Reinforcement Learning

   55 次引用 · 2020
8. 8
   Autonomous Learning of State Representations for Control: An Emerging Field Aims to Autonomously Learn State Representations for Reinforcement Learning Agents from Their Real-World Sensor Observations

   51 次引用 · 2015
9. 9
   Keep Doing What Worked: Behavioral Modelling Priors for Offline Reinforcement Learning

   48 次引用 · 2020
10. 10
    Robust Reinforcement Learning for Continuous Control with Model Misspecification

    38 次引用 · 2019

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