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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
AllenAct: A Framework for Embodied AI Research Luca Weihs Jordi Salvador Klemen Kotar Unnat Jain Kuo-Hao Zeng Roozbeh Mottaghi Aniruddha Kembhavi LM&Ro AI4CE 69 75 0 28 Aug 2020
Domain Adaptation Through Task Distillation Brady Zhou Nimit Kalra Philipp Krahenbuhl OOD 65 16 0 27 Aug 2020
Testing the Safety of Self-driving Vehicles by Simulating Perception and Prediction K. Wong Qiang Zhang Ming Liang Binh Yang Renjie Liao Abbas Sadat R. Urtasun 46 20 0 13 Aug 2020
Learning to Reason in Round-based Games: Multi-task Sequence Generation for Purchasing Decision Making in First-person Shooters Yilei Zeng Deren Lei Beichen Li Gangrong Jiang Emilio Ferrara M. Zyda LRM 35 3 0 12 Aug 2020
Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey Aske Plaat W. Kosters Mike Preuss BDL OffRL 106 17 0 11 Aug 2020
Pixel-wise Crowd Understanding via Synthetic Data Wang Qi Junyu Gao Lin Wei Yuan. Yuan 83 120 0 30 Jul 2020
PackIt: A Virtual Environment for Geometric Planning Ankit Goyal Jia Deng 80 13 0 21 Jul 2020
Explore and Explain: Self-supervised Navigation and Recounting Roberto Bigazzi Federico Landi Marcella Cornia S. Cascianelli Lorenzo Baraldi Rita Cucchiara EgoV LM&Ro 78 17 0 14 Jul 2020
Learning to plan with uncertain topological maps E. Beeching J. Dibangoye Olivier Simonin Christian Wolf 79 41 0 10 Jul 2020
A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks Unnat Jain Luca Weihs Eric Kolve Ali Farhadi Svetlana Lazebnik Aniruddha Kembhavi Alex Schwing 86 58 0 09 Jul 2020
Scaling Imitation Learning in Minecraft Artemij Amiranashvili Nicolai Dorka Wolfram Burgard V. Koltun Thomas Brox MLAU 42 15 0 06 Jul 2020
The NetHack Learning Environment Heinrich Küttler Nantas Nardelli Alexander H. Miller Roberta Raileanu Marco Selvatici Edward Grefenstette Tim Rocktaschel 113 181 0 24 Jun 2020
Explainable robotic systems: Understanding goal-driven actions in a reinforcement learning scenario Francisco Cruz Richard Dazeley Peter Vamplew Ithan Moreira 78 41 0 24 Jun 2020
Sample Factory: Egocentric 3D Control from Pixels at 100000 FPS with Asynchronous Reinforcement Learning Aleksei Petrenko Zhehui Huang T. Kumar Gaurav Sukhatme V. Koltun 103 105 0 21 Jun 2020
Hierarchical Reinforcement Learning for Deep Goal Reasoning: An Expressiveness Analysis Weihang Yuan Hector Muñoz-Avila 14 1 0 21 Jun 2020
LiDARsim: Realistic LiDAR Simulation by Leveraging the Real World S. Manivasagam Shenlong Wang K. Wong Wenyuan Zeng Mikita Sazanovich Shuhan Tan Binh Yang Wei-Chiu Ma R. Urtasun 3DPC 76 226 0 16 Jun 2020
Learning to Play No-Press Diplomacy with Best Response Policy Iteration Thomas W. Anthony Tom Eccles Andrea Tacchetti János Kramár I. Gemp ... Richard Everett Roman Werpachowski Satinder Singh T. Graepel Yoram Bachrach 99 43 0 08 Jun 2020
PLANS: Robust Program Learning from Neurally Inferred Specifications Raphaël Dang-Nhu 98 2 0 05 Jun 2020
Learning to Simulate Dynamic Environments with GameGAN Seung Wook Kim Yuhao Zhou Jonah Philion Antonio Torralba Sanja Fidler GAN 91 106 0 25 May 2020
Human Instruction-Following with Deep Reinforcement Learning via Transfer-Learning from Text Felix Hill Soňa Mokrá Nathaniel Wong Tim Harley LM&Ro 99 82 0 19 May 2020
The Second Type of Uncertainty in Monte Carlo Tree Search Thomas M. Moerland Joost Broekens Aske Plaat Catholijn M. Jonker 37 3 0 19 May 2020
Reinforced Coloring for End-to-End Instance Segmentation Tuan Tran Anh Khoa Nguyen-Tuan Tran Minh Quan Won-Ki Jeong SSeg ISeg 23 2 0 14 May 2020
Sim-to-Real Transfer with Incremental Environment Complexity for Reinforcement Learning of Depth-Based Robot Navigation Thomas Chaffre Julien Moras Adrien Chan-Hon-Tong J. Marzat 40 36 0 30 Apr 2020
Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships Yunlian Lv Ning Xie Yimin Shi Zijiao Wang Jikang Cheng 29 0 0 29 Apr 2020
Benchmarking End-to-End Behavioural Cloning on Video Games Anssi Kanervisto J. Pussinen Ville Hautamaki OffRL 55 24 0 02 Apr 2020
Action Space Shaping in Deep Reinforcement Learning Anssi Kanervisto Christian Scheller Ville Hautamaki 77 82 0 02 Apr 2020
Work in Progress: Temporally Extended Auxiliary Tasks Craig Sherstan Bilal Kartal Pablo Hernandez-Leal Matthew E. Taylor 24 1 0 01 Apr 2020
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey Chongzhen Zhang Jianrui Wang Gary G. Yen Chaoqiang Zhao Qiyu Sun Yang Tang Feng Qian Jürgen Kurths AAML 95 20 0 29 Mar 2020
Neuroevolution of Self-Interpretable Agents Yujin Tang Duong Nguyen David R Ha 125 113 0 18 Mar 2020
Vision-Dialog Navigation by Exploring Cross-modal Memory Yi Zhu Fengda Zhu Zhaohuan Zhan Bingqian Lin Jianbin Jiao Xiaojun Chang Xiaodan Liang VLM 86 49 0 15 Mar 2020
RIDE: Rewarding Impact-Driven Exploration for Procedurally-Generated Environments Roberta Raileanu Tim Rocktaschel 88 174 0 27 Feb 2020
From Chess and Atari to StarCraft and Beyond: How Game AI is Driving the World of AI S. Risi Mike Preuss 82 57 0 24 Feb 2020
On the Sensory Commutativity of Action Sequences for Embodied Agents Hugo Caselles-Dupré Michael Garcia Ortiz David Filliat 46 4 0 13 Feb 2020
Capsule Network Performance with Autonomous Navigation Tom Molnar Eugenio Culurciello 3DPC 15 2 0 08 Feb 2020
EgoMap: Projective mapping and structured egocentric memory for Deep RL E. Beeching Christian Wolf J. Dibangoye Olivier Simonin EgoV 86 27 0 24 Jan 2020
Foveated Haptic Gaze B. Fakhri T. McDaniel H. B. Amor Hemanth Venkateswara Abhik Chowdhury S. Panchanathan 28 1 0 07 Jan 2020
Deep Innovation Protection: Confronting the Credit Assignment Problem in Training Heterogeneous Neural Architectures S. Risi Kenneth O. Stanley 82 4 0 29 Dec 2019
SLM Lab: A Comprehensive Benchmark and Modular Software Framework for Reproducible Deep Reinforcement Learning Keng Wah Loon L. Graesser Milan Cvitkovic OffRL 48 13 0 28 Dec 2019
SoundSpaces: Audio-Visual Navigation in 3D Environments Changan Chen Unnat Jain Carl Schissler S. V. A. Garí Ziad Al-Halah V. Ithapu Philip Robinson Kristen Grauman 104 26 0 24 Dec 2019
Learning to Navigate Using Mid-Level Visual Priors Alexander Sax Jeffrey O. Zhang Bradley Emi Amir Zamir Silvio Savarese Leonidas Guibas Jitendra Malik SSL 85 59 0 23 Dec 2019
A Survey of Deep Reinforcement Learning in Video Games Kun Shao Zhentao Tang Yuanheng Zhu Nannan Li Dongbin Zhao OffRL AI4TS 126 193 0 23 Dec 2019
Learning to grow: control of material self-assembly using evolutionary reinforcement learning S. Whitelam Isaac Tamblyn 38 34 0 18 Dec 2019
SMiRL: Surprise Minimizing Reinforcement Learning in Unstable Environments Glen Berseth Daniel Geng Coline Devin Nicholas Rhinehart Chelsea Finn Dinesh Jayaraman Sergey Levine 96 22 0 11 Dec 2019
Adversarial recovery of agent rewards from latent spaces of the limit order book Jacobo Roa-Vicens Yuanbo Wang Virgile Mison Y. Gal Ricardo M. A. Silva 49 3 0 09 Dec 2019
Unsupervised Curricula for Visual Meta-Reinforcement Learning Allan Jabri Kyle Hsu Benjamin Eysenbach Abhishek Gupta Sergey Levine Chelsea Finn VLM OOD SSL OffRL 68 65 0 09 Dec 2019
Training Agents using Upside-Down Reinforcement Learning R. Srivastava Pranav Shyam Filipe Wall Mutz Wojciech Ja'skowski Jürgen Schmidhuber OffRL 87 126 0 05 Dec 2019
Reinforcement Learning with Convolutional Reservoir Computing Hanten Chang K. Futagami 49 22 0 05 Dec 2019
Vision-Language Navigation with Self-Supervised Auxiliary Reasoning Tasks Fengda Zhu Yi Zhu Xiaojun Chang Xiaodan Liang LRM 115 243 0 18 Nov 2019
IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks Youngwoon Lee E. Hu Zhengyu Yang Alexander Yin Joseph J. Lim 94 124 0 17 Nov 2019
Task-Oriented Language Grounding for Language Input with Multiple Sub-Goals of Non-Linear Order Vladislav Kurenkov Bulat Maksudov Adil Khan 38 1 0 27 Oct 2019