Deep Reinforcement Learning that Matters

Deep Reinforcement Learning that Matters

19 September 2017

Peter Henderson

Papers citing "Deep Reinforcement Learning that Matters"

16 / 316 papers shown

Title
A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning Amy Zhang Nicolas Ballas Joelle Pineau CLL OffRL 25 177 0 20 Jun 2018
Constrained Policy Improvement for Safe and Efficient Reinforcement Learning Elad Sarafian Aviv Tamar Sarit Kraus OffRL 26 11 0 20 May 2018
Reinforced Co-Training Jiawei Wu Lei Li William Yang Wang OffRL 17 51 0 17 Apr 2018
Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments L. Kidzinski Sharada Mohanty Carmichael F. Ong Zhewei Huang Shuchang Zhou ... Sean F. Carroll Jennifer Hicks Sergey Levine M. Salathé Scott L. Delp 19 87 0 02 Apr 2018
Setting up a Reinforcement Learning Task with a Real-World Robot A. R. Mahmood D. Korenkevych Brent Komer James Bergstra 26 75 0 19 Mar 2018
Feedback Control For Cassie With Deep Reinforcement Learning Zhaoming Xie Glen Berseth Patrick Clary J. Hurst M. van de Panne 27 174 0 15 Mar 2018
Structured Control Nets for Deep Reinforcement Learning Mario Srouji Jian Zhang Ruslan Salakhutdinov 28 43 0 22 Feb 2018
Clipped Action Policy Gradient Yasuhiro Fujita S. Maeda OffRL 26 37 0 21 Feb 2018
Innateness, AlphaZero, and Artificial Intelligence G. Marcus 19 73 0 17 Jan 2018
Solutions to problems with deep learning J. Wolff 19 10 0 08 Jan 2018
SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation Bo Dai Albert Eaton Shaw Lihong Li Lin Xiao Niao He Zhen Liu Jianshu Chen Le Song 24 25 0 29 Dec 2017
Boosting the Actor with Dual Critic Bo Dai Albert Eaton Shaw Niao He Lihong Li Le Song 24 46 0 29 Dec 2017
Time Limits in Reinforcement Learning Fabio Pardo Arash Tavakoli Vitaly Levdik Petar Kormushev CLL 26 158 0 01 Dec 2017
CARLA: An Open Urban Driving Simulator Alexey Dosovitskiy G. Ros Felipe Codevilla Antonio M. López V. Koltun VLM 50 5,056 0 10 Nov 2017
Pitfalls and Best Practices in Algorithm Configuration Katharina Eggensperger Marius Lindauer Frank Hutter 16 62 0 17 May 2017
A Plea for Neutral Comparison Studies in Computational Sciences A. Boulesteix M. Eugster 54 119 0 13 Aug 2012