v1v2 (latest)

ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning

6 May 2016

Papers citing "ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning"

50 / 361 papers shown

Title
Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation Xin Eric Wang Wenhan Xiong Hongmin Wang William Yang Wang 85 202 0 21 Mar 2018
Automated Curriculum Learning by Rewarding Temporally Rare Events Niels Justesen S. Risi OffRL 69 20 0 19 Mar 2018
The 2017 AIBIRDS Competition Matthew Stephenson Jochen Renz X. Ge Peng Zhang 23 14 0 14 Mar 2018
Hierarchical Reinforcement Learning: Approximating Optimal Discounted TSP Using Local Policies Tom Zahavy Avinatan Hassidim Haim Kaplan Yishay Mansour 55 1 0 13 Mar 2018
Semi-parametric Topological Memory for Navigation Nikolay Savinov Alexey Dosovitskiy V. Koltun 105 383 0 01 Mar 2018
Global Pose Estimation with an Attention-based Recurrent Network Emilio Parisotto Devendra Singh Chaplot Jian Zhang Ruslan Salakhutdinov 58 70 0 19 Feb 2018
Reinforcement Learning from Imperfect Demonstrations Yang Gao Huazhe Xu Ji Lin Feng Yu Sergey Levine Trevor Darrell 84 202 0 14 Feb 2018
Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation Dane S. Corneil W. Gerstner Johanni Brea OffRL 83 62 0 12 Feb 2018
Interactive Grounded Language Acquisition and Generalization in a 2D World Haonan Yu Haichao Zhang Wenyuan Xu LLMAG LM&Ro 192 79 0 31 Jan 2018
Active Neural Localization Devendra Singh Chaplot Emilio Parisotto Ruslan Salakhutdinov 78 86 0 24 Jan 2018
Psychlab: A Psychology Laboratory for Deep Reinforcement Learning Agents Joel Z Leibo Cyprien de Masson dÁutume Daniel Zoran David Amos Charlie Beattie ... Simon Green A. Gruslys Shane Legg Demis Hassabis M. Botvinick 103 78 0 24 Jan 2018
CHALET: Cornell House Agent Learning Environment Claudia Yan Dipendra Kumar Misra Andrew Bennett Aaron Walsman Yonatan Bisk Yoav Artzi LM&Ro 81 93 0 23 Jan 2018
Learning model-based strategies in simple environments with hierarchical q-networks Necati Alp Muyesser Kyle Dunovan Timothy D. Verstynen 33 1 0 20 Jan 2018
Learning to Navigate: Exploiting Deep Networks to Inform Sample-Based Planning During Vision-Based Navigation Justin S. Smith J. Hwang Fu-Jen Chu Patricio A. Vela 65 6 0 16 Jan 2018
Building Generalizable Agents with a Realistic and Rich 3D Environment Yi Wu Yuxin Wu Georgia Gkioxari Yuandong Tian 3DV 142 339 0 07 Jan 2018
ViZDoom: DRQN with Prioritized Experience Replay, Double-Q Learning, & Snapshot Ensembling Christopher Schulze Marcus Schulze 115 32 0 03 Jan 2018
Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning Tianmin Shu Caiming Xiong R. Socher OffRL 151 140 0 20 Dec 2017
AI2-THOR: An Interactive 3D Environment for Visual AI Eric Kolve Roozbeh Mottaghi Winson Han Eli VanderBilt Luca Weihs ... Daniel Gordon Yuke Zhu Aniruddha Kembhavi Abhinav Gupta Ali Farhadi LM&Ro 92 1,113 0 14 Dec 2017
Deep Reinforcement Learning Boosted by External Knowledge Nicolas Bougie R. Ichise OffRL 56 15 0 12 Dec 2017
MINOS: Multimodal Indoor Simulator for Navigation in Complex Environments Manolis Savva Angel X. Chang Alexey Dosovitskiy Thomas Funkhouser V. Koltun 97 247 0 11 Dec 2017
IQA: Visual Question Answering in Interactive Environments Daniel Gordon Aniruddha Kembhavi Mohammad Rastegari Joseph Redmon Dieter Fox Ali Farhadi LM&Ro 127 391 0 09 Dec 2017
HoME: a Household Multimodal Environment Simon Brodeur Ethan Perez Ankesh Anand Florian Golemo Luca Herranz-Celotti Florian Strub Jean Rouat Hugo Larochelle Aaron Courville LM&Ro 120 103 0 29 Nov 2017
One-Shot Reinforcement Learning for Robot Navigation with Interactive Replay Jake Bruce Niko Sünderhauf Piotr Wojciech Mirowski R. Hadsell Michael Milford 70 60 0 28 Nov 2017
Teaching a Machine to Read Maps with Deep Reinforcement Learning Gino Brunner Oliver Richter Yuyi Wang Roger Wattenhofer 3DV 75 52 0 20 Nov 2017
Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments Peter Anderson Qi Wu Damien Teney Jake Bruce Mark Johnson Niko Sünderhauf Ian Reid Stephen Gould Anton Van Den Hengel LM&Ro 155 1,325 0 20 Nov 2017
Learning to Play Othello with Deep Neural Networks Paweł Liskowski Wojciech Ja'skowski K. Krawiec 28 26 0 17 Nov 2017
Acquiring Target Stacking Skills by Goal-Parameterized Deep Reinforcement Learning Wenbin Li Jeannette Bohg Mario Fritz 41 8 0 01 Nov 2017
Regret Minimization for Partially Observable Deep Reinforcement Learning Peter H. Jin Kurt Keutzer Sergey Levine 80 51 0 31 Oct 2017
DoShiCo Challenge: Domain Shift in Control Prediction Klaas Kelchtermans Tinne Tuytelaars 15 0 0 26 Oct 2017
Consequentialist conditional cooperation in social dilemmas with imperfect information A. Peysakhovich Adam Lerer 82 65 0 19 Oct 2017
Shared Learning : Enhancing Reinforcement in $Q$ -Ensembles Rakesh R Menon Balaraman Ravindran 33 0 0 14 Sep 2017
Autonomous Quadrotor Landing using Deep Reinforcement Learning Riccardo Polvara Massimiliano Patacchiola Sanjay K. Sharma Jian Wan Andrew Manning R. Sutton Angelo Cangelosi 54 48 0 11 Sep 2017
Deep Learning for Video Game Playing Niels Justesen Philip Bontrager Julian Togelius S. Risi VLM 101 208 0 25 Aug 2017
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 143 2,830 0 19 Aug 2017
StarCraft II: A New Challenge for Reinforcement Learning Oriol Vinyals T. Ewalds Sergey Bartunov Petko Georgiev A. Vezhnevets ... Anthony Brunasso David Lawrence Anders Ekermo J. Repp Rodney Tsing 98 875 0 16 Aug 2017
Autoencoder-augmented Neuroevolution for Visual Doom Playing Samuel Alvernaz Julian Togelius 86 62 0 12 Jul 2017
Maintaining cooperation in complex social dilemmas using deep reinforcement learning Adam Lerer A. Peysakhovich 129 160 0 04 Jul 2017
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games Yuandong Tian Qucheng Gong Wenling Shang Yuxin Wu C. L. Zitnick OffRL 74 126 0 04 Jul 2017
Gated-Attention Architectures for Task-Oriented Language Grounding Devendra Singh Chaplot Kanthashree Mysore Sathyendra Rama Kumar Pasumarthi Dheeraj Rajagopal Ruslan Salakhutdinov LM&Ro 74 280 0 22 Jun 2017
CRNN: A Joint Neural Network for Redundancy Detection Xinyu Fu Eugene Ch’ng U. Aickelin Simon See 57 35 0 04 Jun 2017
Non-Markovian Control with Gated End-to-End Memory Policy Networks J. Perez T. Silander OffRL 65 6 0 31 May 2017
End-to-end Active Object Tracking via Reinforcement Learning Wenhan Luo Peng Sun Fangwei Zhong Wei Liu Yadong Mu Yizhou Wang 92 85 0 30 May 2017
Visual Semantic Planning using Deep Successor Representations Yuke Zhu Daniel Gordon Eric Kolve Dieter Fox Li Fei-Fei Abhinav Gupta Roozbeh Mottaghi Ali Farhadi 101 142 0 23 May 2017
Curiosity-driven Exploration by Self-supervised Prediction Deepak Pathak Pulkit Agrawal Alexei A. Efros Trevor Darrell LRM SSL 156 2,453 0 15 May 2017
General Video Game AI: Learning from Screen Capture Kamolwan Kunanusont Simon Lucas Diego Perez-Liebana 52 20 0 23 Apr 2017
A Deep Compositional Framework for Human-like Language Acquisition in Virtual Environment Haonan Yu Haichao Zhang Wenyuan Xu LM&Ro 82 25 0 28 Mar 2017
Neural Map: Structured Memory for Deep Reinforcement Learning Emilio Parisotto Ruslan Salakhutdinov 88 261 0 27 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 307 1,548 0 25 Jan 2017
Collaborative creativity with Monte-Carlo Tree Search and Convolutional Neural Networks Memo Akten M. Grierson 13 0 0 14 Dec 2016
DeepMind Lab Charlie Beattie Joel Z Leibo Denis Teplyashin Tom Ward Marcus Wainwright ... Stephen Gaffney Helen King Demis Hassabis Shane Legg Stig Petersen 56 241 0 12 Dec 2016