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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
Planning in Hierarchical Reinforcement Learning: Guarantees for Using Local Policies Tom Zahavy Avinatan Hassidim Haim Kaplan Yishay Mansour OffRL 67 7 0 26 Feb 2019
ACTRCE: Augmenting Experience via Teacher's Advice For Multi-Goal Reinforcement Learning Harris Chan Yuhuai Wu J. Kiros Sanja Fidler Jimmy Ba 99 34 0 12 Feb 2019
Embodied Multimodal Multitask Learning Devendra Singh Chaplot Lisa Lee Ruslan Salakhutdinov Devi Parikh Dhruv Batra LM&Ro 96 24 0 04 Feb 2019
Obstacle Tower: A Generalization Challenge in Vision, Control, and Planning Arthur Juliani Ahmed Khalifa Vincent-Pierre Berges Jonathan Harper Ervin Teng Hunter Henry A. Crespi Julian Togelius Danny Lange 75 144 0 04 Feb 2019
Addressing Sample Complexity in Visual Tasks Using HER and Hallucinatory GANs Himanshu Sahni Toby Buckley Pieter Abbeel Ilya Kuzovkin 65 10 0 31 Jan 2019
Never Forget: Balancing Exploration and Exploitation via Learning Optical Flow Hsuan-Kung Yang Po-Han Chiang Kuan-Wei Ho Min-Fong Hong Chun-Yi Lee 45 7 0 24 Jan 2019
How do Mixture Density RNNs Predict the Future? K. Ellefsen Charles Patrick Martin J. Tørresen 53 13 0 23 Jan 2019
Self-Monitoring Navigation Agent via Auxiliary Progress Estimation Chih-Yao Ma Jiasen Lu Zuxuan Wu G. Al-Regib Z. Kira R. Socher Caiming Xiong LM&Ro 94 278 0 10 Jan 2019
What Should I Do Now? Marrying Reinforcement Learning and Symbolic Planning Daniel Gordon Dieter Fox Ali Farhadi 70 20 0 06 Jan 2019
Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies Alexander Sax Bradley Emi Amir Zamir Leonidas Guibas Silvio Savarese Jitendra Malik SSL 77 16 0 31 Dec 2018
Learn to Interpret Atari Agents Zhao Yang S. Bai Li Zhang Philip Torr 80 29 0 29 Dec 2018
Pre-training with Non-expert Human Demonstration for Deep Reinforcement Learning G. V. D. L. Cruz Yunshu Du Matthew E. Taylor OffRL 43 26 0 21 Dec 2018
Dopamine: A Research Framework for Deep Reinforcement Learning Pablo Samuel Castro Subhodeep Moitra Carles Gelada Saurabh Kumar Marc G. Bellemare OffRL 79 279 0 14 Dec 2018
Vision-based Navigation with Language-based Assistance via Imitation Learning with Indirect Intervention Khanh Nguyen Debadeepta Dey Chris Brockett W. Dolan LM&Ro 98 132 0 10 Dec 2018
An Introduction to Deep Reinforcement Learning Vincent François-Lavet Peter Henderson Riashat Islam Marc G. Bellemare Joelle Pineau OffRL AI4CE 170 1,273 0 30 Nov 2018
Environments for Lifelong Reinforcement Learning Khimya Khetarpal Shagun Sodhani A. Chandar Doina Precup OffRL CLL 78 8 0 26 Nov 2018
Assessing Generalization in Deep Reinforcement Learning Charles Packer Katelyn Gao Jernej Kos Philipp Krahenbuhl V. Koltun Basel Alomair OffRL 124 238 0 29 Oct 2018
BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning Maxime Chevalier-Boisvert Dzmitry Bahdanau Salem Lahlou Lucas Willems Chitwan Saharia Thien Huu Nguyen Yoshua Bengio ELM 126 241 0 18 Oct 2018
Episodic Curiosity through Reachability Nikolay Savinov Anton Raichuk Raphaël Marinier Damien Vincent Marc Pollefeys Timothy Lillicrap Sylvain Gelly 75 271 0 04 Oct 2018
Using State Predictions for Value Regularization in Curiosity Driven Deep Reinforcement Learning Gino Brunner Manuel Fritsche Oliver Richter Roger Wattenhofer 40 7 0 30 Sep 2018
TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game Peng Sun Xinghai Sun Lei Han Jiechao Xiong Qing Wang ... Yang Zheng Ji Liu Yongsheng Liu Han Liu Tong Zhang 99 75 0 19 Sep 2018
Answering Visual What-If Questions: From Actions to Predicted Scene Descriptions M. Wagner H. Basevi Rakshith Shetty Wenbin Li Mateusz Malinowski M. Fritz A. Leonardis 68 29 0 11 Sep 2018
ViZDoom Competitions: Playing Doom from Pixels Marek Wydmuch Michal Kempka Wojciech Ja'skowski 56 119 0 10 Sep 2018
Expert-augmented actor-critic for ViZDoom and Montezumas Revenge Michal Garmulewicz Henryk Michalewski Piotr Milos 65 8 0 10 Sep 2018
Unity: A General Platform for Intelligent Agents Arthur Juliani Vincent-Pierre Berges Esh Vckay Andrew Cohen Jonathan Harper ... Chris Goy Yuan Gao Hunter Henry Marwan Mattar Danny Lange 87 821 0 07 Sep 2018
Recurrent World Models Facilitate Policy Evolution David R Ha Jürgen Schmidhuber SyDa TPM 126 957 0 04 Sep 2018
Flatland: a Lightweight First-Person 2-D Environment for Reinforcement Learning Hugo Caselles-Dupré Louis Annabi Oksana Hagen Michael Garcia Ortiz David Filliat 80 13 0 03 Sep 2018
Gibson Env: Real-World Perception for Embodied Agents F. Xia Amir Zamir Zhi-Yang He Alexander Sax Jitendra Malik Silvio Savarese AI4CE LM&Ro 96 830 0 31 Aug 2018
NavigationNet: A Large-scale Interactive Indoor Navigation Dataset He Huang Yujing Shen Jiankai Sun Cewu Lu 3DV 53 2 0 25 Aug 2018
End-to-end Active Object Tracking and Its Real-world Deployment via Reinforcement Learning Wenhan Luo Peng Sun Fangwei Zhong Wen Liu Tong Zhang Yizhou Wang 68 126 0 10 Aug 2018
ToriLLE: Learning Environment for Hand-to-Hand Combat Anssi Kanervisto Ville Hautamaki 62 2 0 26 Jul 2018
On Evaluation of Embodied Navigation Agents Peter Anderson Angel X. Chang Devendra Singh Chaplot Alexey Dosovitskiy Saurabh Gupta ... Jana Kosecka Jitendra Malik Roozbeh Mottaghi Manolis Savva Amir Zamir 127 806 0 18 Jul 2018
End-to-End Race Driving with Deep Reinforcement Learning M. Jaritz Raoul de Charette Marin Toromanoff E. Perot F. Nashashibi 60 169 0 06 Jul 2018
Deep Reinforcement Learning for Doom using Unsupervised Auxiliary Tasks Georgios Papoudakis Kyriakos C. Chatzidimitriou P. Mitkas 51 8 0 05 Jul 2018
TextWorld: A Learning Environment for Text-based Games Marc-Alexandre Côté Ákos Kádár Xingdi Yuan Ben A. Kybartas Tavian Barnes ... Matthew J. Hausknecht Layla El Asri Mahmoud Adada Wendy Tay Adam Trischler LLMAG 58 372 0 29 Jun 2018
Illuminating Generalization in Deep Reinforcement Learning through Procedural Level Generation Niels Justesen R. Torrado Philip Bontrager Ahmed Khalifa Julian Togelius S. Risi 169 186 0 28 Jun 2018
Gated Path Planning Networks Lisa Lee Emilio Parisotto Devendra Singh Chaplot Eric Xing Ruslan Salakhutdinov 133 83 0 17 Jun 2018
Task-Relevant Object Discovery and Categorization for Playing First-person Shooter Games Junchi Liang Abdeslam Boularias 36 2 0 17 Jun 2018
Mix&Match - Agent Curricula for Reinforcement Learning Wojciech M. Czarnecki Siddhant M. Jayakumar Max Jaderberg Leonard Hasenclever Yee Whye Teh Simon Osindero N. Heess Razvan Pascanu 74 72 0 05 Jun 2018
TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning Artemij Amiranashvili Alexey Dosovitskiy V. Koltun Thomas Brox OffRL 58 19 0 04 Jun 2018
A new dataset and model for learning to understand navigational instructions Ozan Arkan Can Deniz Yuret 68 1 0 21 May 2018
Nonlinear Distributional Gradient Temporal-Difference Learning Chao Qu Shie Mannor Huan Xu 78 12 0 20 May 2018
Approximate Bayesian inference in spatial environments Atanas Mirchev Baris Kayalibay Maximilian Soelch Patrick van der Smagt Justin Bayer BDL 139 22 0 18 May 2018
Learning Temporal Strategic Relationships using Generative Adversarial Imitation Learning Tharindu Fernando Simon Denman Sridha Sridharan Clinton Fookes GAN 75 26 0 13 May 2018
Deep Reinforcement Learning for Playing 2.5D Fighting Games Yu-Jhe Li Hsin-Yu Chang Yu-Jing Lin Po-Wei Wu Y. Wang GAN 28 5 0 05 May 2018
Crawling in Rogue's dungeons with (partitioned) A3C Andrea Asperti Daniele Cortesi Francesco Sovrano 58 12 0 23 Apr 2018
Attention Based Natural Language Grounding by Navigating Virtual Environment B. Akilesh Abhishek Sinha Mausoom Sarkar Balaji Krishnamurthy LM&Ro 38 11 0 23 Apr 2018
Robust Dual View Deep Agent Ibrahim Sobh N. Darwish 66 2 0 13 Apr 2018
Learning to Navigate in Cities Without a Map Piotr Wojciech Mirowski Matthew Koichi Grimes Mateusz Malinowski Karl Moritz Hermann Keith Anderson Denis Teplyashin Karen Simonyan Koray Kavukcuoglu Andrew Zisserman R. Hadsell SSL HAI 103 320 0 31 Mar 2018
World Models David R Ha Jürgen Schmidhuber SyDa 178 1,102 0 27 Mar 2018