Memory-based control with recurrent neural networks

14 December 2015

David Silver

Papers citing "Memory-based control with recurrent neural networks"

25 / 125 papers shown

Title
Policy Gradients for Contextual Recommendations Feiyang Pan Qingpeng Cai Pingzhong Tang Fuzhen Zhuang Qing He OffRL 10 39 0 12 Feb 2018
Rover Descent: Learning to optimize by learning to navigate on prototypical loss surfaces Louis Faury Flavian Vasile 23 2 0 22 Jan 2018
Sim2Real View Invariant Visual Servoing by Recurrent Control Fereshteh Sadeghi Alexander Toshev Eric Jang Sergey Levine 19 98 0 20 Dec 2017
Regret Minimization for Partially Observable Deep Reinforcement Learning Peter H. Jin Kurt Keutzer Sergey Levine 26 51 0 31 Oct 2017
Consequentialist conditional cooperation in social dilemmas with imperfect information A. Peysakhovich Adam Lerer 38 65 0 19 Oct 2017
Sim-to-Real Transfer of Robotic Control with Dynamics Randomization Xue Bin Peng Marcin Andrychowicz Wojciech Zaremba Pieter Abbeel 67 1,341 0 18 Oct 2017
Map-based Multi-Policy Reinforcement Learning: Enhancing Adaptability of Robots by Deep Reinforcement Learning A. Kume Eiichi Matsumoto K. Takahashi W. Ko Jethro Tan 35 11 0 17 Oct 2017
Recurrent Deterministic Policy Gradient Method for Bipedal Locomotion on Rough Terrain Challenge Doo Re Song Chuanyu Yang C. McGreavy Zhibin Li 26 29 0 08 Oct 2017
Guided Deep Reinforcement Learning for Swarm Systems Maximilian Hüttenrauch Adrian Šošić Gerhard Neumann 26 128 0 18 Sep 2017
Reinforcement Mechanism Design for e-commerce Qingpeng Cai Aris Filos-Ratsikas Pingzhong Tang Yiwei Zhang 15 4 0 25 Aug 2017
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 62 2,776 0 19 Aug 2017
Neural Network Memory Architectures for Autonomous Robot Navigation Steven W. Chen Nikolay Atanasov Arbaaz Khan Konstantinos Karydis Daniel D. Lee Vijay Kumar 9 7 0 23 May 2017
Navigating Occluded Intersections with Autonomous Vehicles using Deep Reinforcement Learning David Isele Reza Rahimi Akansel Cosgun K. Subramanian K. Fujimura 29 137 0 02 May 2017
Robust Adversarial Reinforcement Learning Lerrel Pinto James Davidson Rahul Sukthankar Abhinav Gupta OOD 63 843 0 08 Mar 2017
Cognitive Mapping and Planning for Visual Navigation Saurabh Gupta Varun Tolani James Davidson Sergey Levine Rahul Sukthankar Jitendra Malik 25 710 0 13 Feb 2017
Preparing for the Unknown: Learning a Universal Policy with Online System Identification Wenhao Yu Jie Tan Chenxi Liu Greg Turk OffRL 17 305 0 08 Feb 2017
Imitating Driver Behavior with Generative Adversarial Networks Alex Kuefler Jeremy Morton T. Wheeler Mykel Kochenderfer GAN 32 405 0 24 Jan 2017
Reinforcement Learning With Temporal Logic Rewards Xiao Li C. Vasile C. Belta 15 214 0 11 Dec 2016
Nonparametric General Reinforcement Learning Jan Leike OffRL 39 26 0 28 Nov 2016
Memory Lens: How Much Memory Does an Agent Use? Christoph Dann Katja Hofmann Sebastian Nowozin OffRL 17 3 0 21 Nov 2016
Towards Lifelong Self-Supervision: A Deep Learning Direction for Robotics J. M. Wong 27 11 0 01 Nov 2016
Actor-critic versus direct policy search: a comparison based on sample complexity Arnaud de Froissard de Broissia Olivier Sigaud 26 12 0 29 Jun 2016
Review of state-of-the-arts in artificial intelligence with application to AI safety problem V. Shakirov 20 10 0 11 May 2016
Benchmarking Deep Reinforcement Learning for Continuous Control Yan Duan Xi Chen Rein Houthooft John Schulman Pieter Abbeel OffRL 18 1,685 0 22 Apr 2016
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 31 13,120 0 09 Sep 2015