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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
Robust Visual Domain Randomization for Reinforcement Learning Reda Bahi Slaoui W. Clements Jakob N. Foerster Sébastien Toth OOD 62 12 0 23 Oct 2019
Autonomous Industrial Management via Reinforcement Learning: Self-Learning Agents for Decision-Making -- A Review L. E. Leal Magnus Westerlund A. Chapman 22 0 0 20 Oct 2019
OffWorld Gym: open-access physical robotics environment for real-world reinforcement learning benchmark and research Ashish Kumar Toby Buckley John B. Lanier Qiaozhi Wang A. Kavelaars Ilya Kuzovkin OffRL 81 14 0 18 Oct 2019
Dynamic Attention Networks for Task Oriented Grounding S. Dasgupta Badri N. Patro Vinay P. Namboodiri 73 1 0 14 Oct 2019
CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning Rohit Girdhar Deva Ramanan 112 178 0 10 Oct 2019
QuaRL: Quantization for Fast and Environmentally Sustainable Reinforcement Learning Srivatsan Krishnan Maximilian Lam Sharad Chitlangia Zishen Wan Gabriel Barth-Maron Aleksandra Faust Vijay Janapa Reddi MQ 44 26 0 02 Oct 2019
Language is Power: Representing States Using Natural Language in Reinforcement Learning Erez Schwartz Guy Tennenholtz Chen Tessler Shie Mannor 117 13 0 02 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 149 358 0 25 Sep 2019
Scaled Autonomy: Enabling Human Operators to Control Robot Fleets Gokul Swamy S. Reddy Sergey Levine Anca Dragan 80 43 0 22 Sep 2019
Model Based Planning with Energy Based Models Yilun Du Toru Lin Igor Mordatch 97 38 0 15 Sep 2019
The Animal-AI Environment: Training and Testing Animal-Like Artificial Cognition Benjamin Beyret José Hernández-Orallo Lucy G. Cheke Marta Halina Murray Shanahan Matthew Crosby 74 35 0 12 Sep 2019
Interactive Fiction Games: A Colossal Adventure Matthew J. Hausknecht Prithviraj Ammanabrolu Marc-Alexandre Côté Xingdi Yuan LLMAG LM&Ro AI4CE 80 197 0 11 Sep 2019
DRLViz: Understanding Decisions and Memory in Deep Reinforcement Learning Theo Jaunet Romain Vuillemot Christian Wolf HAI 123 36 0 06 Sep 2019
Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning Khanh Nguyen Hal Daumé LM&Ro EgoV 232 151 0 04 Sep 2019
A survey on intrinsic motivation in reinforcement learning A. Aubret L. Matignon S. Hassas AI4CE 112 144 0 19 Aug 2019
A Review of Cooperative Multi-Agent Deep Reinforcement Learning Afshin Oroojlooyjadid Davood Hajinezhad 120 436 0 11 Aug 2019
Improving Deep Reinforcement Learning in Minecraft with Action Advice Spencer Frazier Mark O. Riedl 84 29 0 02 Aug 2019
EMPNet: Neural Localisation and Mapping Using Embedded Memory Points Gil Avraham Yan Zuo Thanuja Dharmasiri Tom Drummond 72 17 0 31 Jul 2019
To Learn or Not to Learn: Analyzing the Role of Learning for Navigation in Virtual Environments Noriyuki Kojima Jia Deng 74 17 0 26 Jul 2019
Why Build an Assistant in Minecraft? Arthur Szlam Jonathan Gray Kavya Srinet Yacine Jernite Armand Joulin ... Siddharth Goyal Demi Guo Dan Rothermel C. L. Zitnick Jason Weston LLMAG 150 29 0 22 Jul 2019
Arena: a toolkit for Multi-Agent Reinforcement Learning Qing Wang Jiechao Xiong Lei Han Meng Fang Xinghai Sun Zhuobin Zheng Peng Sun Zhengyou Zhang 59 4 0 20 Jul 2019
Ludii as a Competition Platform Matthew Stephenson Éric Piette Dennis J. N. J. Soemers C. Browne 49 12 0 29 Jun 2019
ORRB -- OpenAI Remote Rendering Backend Maciek Chociej Peter Welinder Lilian Weng AI4CE 57 11 0 26 Jun 2019
Learning Causal State Representations of Partially Observable Environments Amy Zhang Zachary Chase Lipton Luis Villaseñor-Pineda Kamyar Azizzadenesheli Anima Anandkumar Laurent Itti Joelle Pineau Tommaso Furlanello CML 113 51 0 25 Jun 2019
Optimal Use of Experience in First Person Shooter Environments Matthew Aitchison 37 2 0 24 Jun 2019
Learning-Driven Exploration for Reinforcement Learning Muhammad Usama D. Chang 67 11 0 17 Jun 2019
Does computer vision matter for action? Brady Zhou Philipp Krahenbuhl V. Koltun LM&Ro 106 107 0 30 May 2019
Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning Shariq Iqbal Fei Sha 78 49 0 28 May 2019
Learning Portable Representations for High-Level Planning Steven D. James Benjamin Rosman George Konidaris SSL 58 40 0 28 May 2019
Continual Reinforcement Learning in 3D Non-stationary Environments Vincenzo Lomonaco Karan Desai Eugenio Culurciello Davide Maltoni OffRL 49 42 0 24 May 2019
Task-Agnostic Dynamics Priors for Deep Reinforcement Learning Yilun Du Karthik Narasimhan 84 33 0 13 May 2019
Graph Attention Memory for Visual Navigation Dong Li Qichao Zhang Dongbin Zhao Yuzheng Zhuang Bin Wang Wulong Liu Rasul Tutunov Jun Wang 65 16 0 11 May 2019
Do Autonomous Agents Benefit from Hearing? Abraham Woubie Anssi Kanervisto Janne Karttunen Ville Hautamaki 50 8 0 10 May 2019
A Complementary Learning Systems Approach to Temporal Difference Learning Sam Blakeman D. Mareschal 46 42 0 07 May 2019
From Video Game to Real Robot: The Transfer between Action Spaces Janne Karttunen Anssi Kanervisto Ville Kyrki Ville Hautamaki 81 8 0 02 May 2019
Learning Manipulation under Physics Constraints with Visual Perception Wenbin Li A. Leonardis Jeannette Bohg Mario Fritz SSL OCL 31 7 0 19 Apr 2019
Evolving Indoor Navigational Strategies Using Gated Recurrent Units In NEAT James Butterworth Rahul Savani K. Tuyls 24 3 0 12 Apr 2019
Two Body Problem: Collaborative Visual Task Completion Unnat Jain Luca Weihs Eric Kolve Mohammad Rastegari Svetlana Lazebnik Ali Farhadi Alex Schwing Aniruddha Kembhavi 74 72 0 11 Apr 2019
Multi-Target Embodied Question Answering Licheng Yu Xinlei Chen Georgia Gkioxari Joey Tianyi Zhou Tamara L. Berg Dhruv Batra 88 107 0 09 Apr 2019
Embodied Question Answering in Photorealistic Environments with Point Cloud Perception Erik Wijmans Samyak Datta Oleksandr Maksymets Abhishek Das Georgia Gkioxari Stefan Lee Irfan Essa Devi Parikh Dhruv Batra 3DPC LM&Ro 90 169 0 06 Apr 2019
Reinforced Imitation in Heterogeneous Action Space Konrad Zolna Negar Rostamzadeh Yoshua Bengio Sungjin Ahn Pedro H. O. Pinheiro 76 11 0 06 Apr 2019
Self-Adapting Goals Allow Transfer of Predictive Models to New Tasks K. Ellefsen J. Tørresen 54 1 0 04 Apr 2019
Deep Reinforcement Learning on a Budget: 3D Control and Reasoning Without a Supercomputer E. Beeching Christian Wolf J. Dibangoye Olivier Simonin OffRL LRM 76 25 0 03 Apr 2019
Scheduled Intrinsic Drive: A Hierarchical Take on Intrinsically Motivated Exploration Jingwei Zhang Niklas Wetzel Nicolai Dorka Joschka Boedecker Wolfram Burgard 65 26 0 18 Mar 2019
VRKitchen: an Interactive 3D Virtual Environment for Task-oriented Learning Xiaofeng Gao Ran Gong Tianmin Shu Xu Xie Shu Wang Song-Chun Zhu 67 62 0 13 Mar 2019
Learning to Paint With Model-based Deep Reinforcement Learning Zhewei Huang Wen Heng Shuchang Zhou GAN 117 156 0 11 Mar 2019
Scene Memory Transformer for Embodied Agents in Long-Horizon Tasks Kuan Fang Alexander Toshev Li Fei-Fei Silvio Savarese OffRL 137 202 0 09 Mar 2019
The StreetLearn Environment and Dataset Piotr Wojciech Mirowski Andras Banki-Horvath Keith Anderson Denis Teplyashin Karl Moritz Hermann ... Matthew Koichi Grimes Karen Simonyan Koray Kavukcuoglu Andrew Zisserman R. Hadsell 3DV 75 66 0 04 Mar 2019
Autocurricula and the Emergence of Innovation from Social Interaction: A Manifesto for Multi-Agent Intelligence Research Joel Z Leibo Edward Hughes Marc Lanctot T. Graepel 79 110 0 02 Mar 2019
Learning To Follow Directions in Street View Karl Moritz Hermann Mateusz Malinowski Piotr Wojciech Mirowski Andras Banki-Horvath Keith Anderson R. Hadsell SSL 79 69 0 01 Mar 2019