Title
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Context-Aware Policy Reuse Siyuan Li Fangda Gu Guangxiang Zhu Chongjie Zhang OffRL 120 37 0 11 Jun 2018
Kickstarting Deep Reinforcement Learning Simon Schmitt Jonathan J. Hudson Augustin Žídek Simon Osindero Carl Doersch ... Joel Z Leibo Heinrich Küttler Andrew Zisserman Karen Simonyan S. M. Ali Eslami OnRL 47 132 0 10 Mar 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 117 1,126 0 02 Jan 2018
Learning to Compose Skills Himanshu Sahni Saurabh Kumar Farhan Tejani Charles Isbell CoGe 53 38 0 30 Nov 2017
Learnings Options End-to-End for Continuous Action Tasks Martin Klissarov Pierre-Luc Bacon J. Harb Doina Precup 45 55 0 30 Nov 2017
Population Based Training of Neural Networks Max Jaderberg Valentin Dalibard Simon Osindero Wojciech M. Czarnecki Jeff Donahue ... Tim Green Iain Dunning Karen Simonyan Chrisantha Fernando Koray Kavukcuoglu 55 740 0 27 Nov 2017
An Optimal Online Method of Selecting Source Policies for Reinforcement Learning Siyuan Li Chongjie Zhang OnRL 33 44 0 24 Sep 2017
When Waiting is not an Option : Learning Options with a Deliberation Cost J. Harb Pierre-Luc Bacon Martin Klissarov Doina Precup 42 148 0 14 Sep 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 293 18,906 0 20 Jul 2017
Multi-Modal Imitation Learning from Unstructured Demonstrations using Generative Adversarial Nets Karol Hausman Yevgen Chebotar S. Schaal Gaurav Sukhatme Joseph J. Lim GAN 53 149 0 30 May 2017
The Option-Critic Architecture Pierre-Luc Bacon J. Harb Doina Precup OffRL 58 1,082 0 16 Sep 2016
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 173 8,832 0 04 Feb 2016
Policy Distillation Andrei A. Rusu Sergio Gomez Colmenarejo Çağlar Gülçehre Guillaume Desjardins J. Kirkpatrick Razvan Pascanu Volodymyr Mnih Koray Kavukcuoglu R. Hadsell 77 689 0 19 Nov 2015
Attend, Adapt and Transfer: Attentive Deep Architecture for Adaptive Transfer from multiple sources in the same domain Janarthanan Rajendran A. Srinivas Mitesh M. Khapra Prasanna Parthasarathi Balaraman Ravindran 41 52 0 10 Oct 2015
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 275 13,208 0 09 Sep 2015
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 112 12,191 0 19 Dec 2013