A Policy Search Method For Temporal Logic Specified Reinforcement Learning Tasks

27 September 2017

Papers citing "A Policy Search Method For Temporal Logic Specified Reinforcement Learning Tasks"

11 / 11 papers shown

Title
Reward Machines for Deep RL in Noisy and Uncertain Environments Andrew C. Li Zizhao Chen Toryn Q. Klassen Pashootan Vaezipoor Rodrigo Toro Icarte Sheila A. McIlraith 75 7 0 31 May 2024
Reward Design in Cooperative Multi-agent Reinforcement Learning for Packet Routing Hangyu Mao Zhibo Gong Zhen Xiao 50 16 0 05 Mar 2020
Unsupervised Perceptual Rewards for Imitation Learning P. Sermanet Kelvin Xu Sergey Levine SSL 61 158 0 20 Dec 2016
Reinforcement Learning With Temporal Logic Rewards Xiao Li C. Vasile C. Belta 45 214 0 11 Dec 2016
Deep Reinforcement Learning for Robotic Manipulation with Asynchronous Off-Policy Updates S. Gu E. Holly Timothy Lillicrap Sergey Levine OffRL SSL 99 1,477 0 03 Oct 2016
Path Integral Guided Policy Search Yevgen Chebotar Mrinal Kalakrishnan Ali Yahya A. Li S. Schaal Sergey Levine 56 149 0 03 Oct 2016
Guided Policy Search as Approximate Mirror Descent William H. Montgomery Sergey Levine 54 125 0 15 Jul 2016
Concrete Problems in AI Safety Dario Amodei C. Olah Jacob Steinhardt Paul Christiano John Schulman Dandelion Mané 147 2,371 0 21 Jun 2016
Learning Hand-Eye Coordination for Robotic Grasping with Deep Learning and Large-Scale Data Collection Sergey Levine P. Pastor A. Krizhevsky Deirdre Quillen 141 2,071 0 07 Mar 2016
End-to-End Training of Deep Visuomotor Policies Sergey Levine Chelsea Finn Trevor Darrell Pieter Abbeel BDL 228 3,418 0 02 Apr 2015
Path Integral Policy Improvement with Covariance Matrix Adaptation F. Stulp Olivier Sigaud 68 209 0 18 Jun 2012