Subgoal-based Reward Shaping to Improve Efficiency in Reinforcement Learning

13 April 2021

Papers citing "Subgoal-based Reward Shaping to Improve Efficiency in Reinforcement Learning"

18 / 18 papers shown

Title
Reward Shaping with Dynamic Trajectory Aggregation Takato Okudo Seiji Yamada 28 2 0 13 Apr 2021
Learning from Trajectories via Subgoal Discovery S. Paul J. Baar Amit K. Roy-Chowdhury 109 48 0 03 Nov 2019
Hierarchical Reinforcement Learning with Advantage-Based Auxiliary Rewards Siyuan Li Rui Wang Minxue Tang Chongjie Zhang 59 82 0 10 Oct 2019
Improving interactive reinforcement learning: What makes a good teacher? Francisco Cruz S. Magg Y. Nagai S. Wermter 28 31 0 15 Apr 2019
A Survey of Inverse Reinforcement Learning: Challenges, Methods and Progress Saurabh Arora Prashant Doshi OffRL 75 602 0 18 Jun 2018
Playing hard exploration games by watching YouTube Y. Aytar Tobias Pfaff David Budden T. Paine Ziyun Wang Nando de Freitas 61 270 0 29 May 2018
Multi-Goal Reinforcement Learning: Challenging Robotics Environments and Request for Research Matthias Plappert Marcin Andrychowicz Alex Ray Bob McGrew Bowen Baker ... Joshua Tobin Maciek Chociej Peter Welinder Vikash Kumar Wojciech Zaremba 59 562 0 26 Feb 2018
Hindsight Experience Replay Marcin Andrychowicz Dwight Crow Alex Ray Jonas Schneider Rachel Fong Peter Welinder Bob McGrew Joshua Tobin Pieter Abbeel Wojciech Zaremba OffRL 235 2,307 0 05 Jul 2017
Deep reinforcement learning from human preferences Paul Christiano Jan Leike Tom B. Brown Miljan Martic Shane Legg Dario Amodei 107 3,243 0 12 Jun 2017
FeUdal Networks for Hierarchical Reinforcement Learning A. Vezhnevets Simon Osindero Tom Schaul N. Heess Max Jaderberg David Silver Koray Kavukcuoglu FedML 78 902 0 03 Mar 2017
The Option-Critic Architecture Pierre-Luc Bacon J. Harb Doina Precup OffRL 58 1,076 0 16 Sep 2016
Concrete Problems in AI Safety Dario Amodei C. Olah Jacob Steinhardt Paul Christiano John Schulman Dandelion Mané 177 2,371 0 21 Jun 2016
Generative Adversarial Imitation Learning Jonathan Ho Stefano Ermon GAN 124 3,089 0 10 Jun 2016
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 188 5,056 0 05 Jun 2016
ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning Michal Kempka Marek Wydmuch Grzegorz Runc Jakub Toczek Wojciech Ja'skowski 58 695 0 06 May 2016
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 265 13,174 0 09 Sep 2015
Potential-Based Shaping and Q-Value Initialization are Equivalent Eric Wiewiora OffRL 53 178 0 26 Jun 2011
A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning Stéphane Ross Geoffrey J. Gordon J. Andrew Bagnell OffRL 186 3,196 0 02 Nov 2010