Modular Multitask Reinforcement Learning with Policy Sketches

6 November 2016

Papers citing "Modular Multitask Reinforcement Learning with Policy Sketches"

23 / 273 papers shown

Title
Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration E. Liu Kelvin Guu Panupong Pasupat Tianlin Shi Percy Liang OnRL 24 207 0 24 Feb 2018
Learning High-level Representations from Demonstrations Garrett Andersen Peter Vrancx Haitham Bou-Ammar 25 3 0 19 Feb 2018
Memorize or generalize? Searching for a compositional RNN in a haystack Adam Liska Germán Kruszewski Marco Baroni 15 79 0 18 Feb 2018
Improving the Universality and Learnability of Neural Programmer-Interpreters with Combinator Abstraction Da Xiao Jonathan Liao Xingyuan Yuan NAI 16 14 0 08 Feb 2018
Interactive Grounded Language Acquisition and Generalization in a 2D World Haonan Yu Haichao Zhang Wenyuan Xu LLMAG LM&Ro 30 77 0 31 Jan 2018
MAttNet: Modular Attention Network for Referring Expression Comprehension Licheng Yu Zhe-nan Lin Xiaohui Shen Jimei Yang Xin Lu Joey Tianyi Zhou Tamara L. Berg ObjD 70 816 0 24 Jan 2018
Building Generalizable Agents with a Realistic and Rich 3D Environment Yi Wu Yuxin Wu Georgia Gkioxari Yuandong Tian 3DV 62 338 0 07 Jan 2018
Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning Tianmin Shu Caiming Xiong R. Socher OffRL 14 138 0 20 Dec 2017
Embodied Question Answering Abhishek Das Samyak Datta Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra LM&Ro 48 640 0 30 Nov 2017
Learning to Compose Skills Himanshu Sahni Saurabh Kumar Farhan Tejani Charles Isbell CoGe 22 37 0 30 Nov 2017
Crossmodal Attentive Skill Learner Shayegan Omidshafiei Dong-Ki Kim Jason Pazis Jonathan P. How 29 13 0 28 Nov 2017
Cascade Attribute Learning Network Zhuo Xu Haonan Chang Masayoshi Tomizuka 33 4 0 24 Nov 2017
Learning to Imagine Manipulation Goals for Robot Task Planning Chris Paxton Kapil D. Katyal Christian Rupprecht R. Arora Gregory Hager SSL 28 1 0 08 Nov 2017
Learning with Latent Language Jacob Andreas Dan Klein Sergey Levine 25 133 0 01 Nov 2017
Diff-DAC: Distributed Actor-Critic for Average Multitask Deep Reinforcement Learning Sergio Valcarcel Macua Aleksi Tukiainen D. Hernández David Baldazo Enrique Munoz de Cote S. Zazo 32 29 0 28 Oct 2017
Neural Task Programming: Learning to Generalize Across Hierarchical Tasks Danfei Xu Suraj Nair Yuke Zhu J. Gao Animesh Garg Li Fei-Fei Silvio Savarese 19 193 0 04 Oct 2017
When Waiting is not an Option : Learning Options with a Deliberation Cost J. Harb Pierre-Luc Bacon Martin Klissarov Doina Precup 14 148 0 14 Sep 2017
General AI Challenge - Round One: Gradual Learning Jan Feyereisl Matej Nikl Martin Poliak Martin Stránský M. Vlasak CLL AI4CE 9 1 0 17 Aug 2017
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 14 2,168 0 25 Jul 2017
Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning Junhyuk Oh Satinder Singh Honglak Lee Pushmeet Kohli OffRL 31 269 0 15 Jun 2017
Combining Neural Networks and Tree Search for Task and Motion Planning in Challenging Environments Chris Paxton Vasumathi Raman Gregory Hager Marin Kobilarov 24 123 0 22 Mar 2017
CommAI: Evaluating the first steps towards a useful general AI Marco Baroni Armand Joulin Allan Jabri Germán Kruszewski Angeliki Lazaridou Klemen Simonic Tomáš Mikolov 12 18 0 31 Jan 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017