Keep Doing What Worked: Behavioral Modelling Priors for Offline
Reinforcement Learning

Keep Doing What Worked: Behavioral Modelling Priors for Offline Reinforcement Learning

19 February 2020

Jost Tobias Springenberg

Felix Berkenkamp

Michael Neunert

Martin Riedmiller

Papers citing "Keep Doing What Worked: Behavioral Modelling Priors for Offline Reinforcement Learning"

9 / 9 papers shown

Title
Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement Learning Abdullah Akgul Manuel Haußmann M. Kandemir OffRL 127 0 0 17 Jan 2025
OMG-RL:Offline Model-based Guided Reward Learning for Heparin Treatment Yooseok Lim Sujee Lee OffRL 195 0 0 03 Jan 2025
Geometric-Averaged Preference Optimization for Soft Preference Labels Hiroki Furuta Kuang-Huei Lee Shixiang Shane Gu Y. Matsuo Aleksandra Faust Heiga Zen Izzeddin Gur 76 9 0 31 Dec 2024
Pretraining Decision Transformers with Reward Prediction for In-Context Multi-task Structured Bandit Learning Subhojyoti Mukherjee Josiah P. Hanna Qiaomin Xie Robert Nowak 143 2 0 07 Jun 2024
Overcoming Model Bias for Robust Offline Deep Reinforcement Learning Phillip Swazinna Steffen Udluft Thomas Runkler OffRL 43 83 0 12 Aug 2020
Stabilizing Off-Policy Q-Learning via Bootstrapping Error Reduction Aviral Kumar Justin Fu George Tucker Sergey Levine OffRL OnRL 79 1,044 0 03 Jun 2019
Exploiting Hierarchy for Learning and Transfer in KL-regularized RL Dhruva Tirumala Hyeonwoo Noh Alexandre Galashov Leonard Hasenclever Arun Ahuja Greg Wayne Razvan Pascanu Yee Whye Teh N. Heess OffRL 33 45 0 18 Mar 2019
Learning by Playing - Solving Sparse Reward Tasks from Scratch Martin Riedmiller Roland Hafner Thomas Lampe Michael Neunert Jonas Degrave T. Wiele Volodymyr Mnih N. Heess Jost Tobias Springenberg 68 446 0 28 Feb 2018
DeepMind Control Suite Yuval Tassa Yotam Doron Alistair Muldal Tom Erez Yazhe Li ... A. Abdolmaleki J. Merel Andrew Lefrancq Timothy Lillicrap Martin Riedmiller ELM LM&Ro BDL 108 1,121 0 02 Jan 2018