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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
Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D Scans Ainaz Eftekhar Alexander Sax Roman Bachmann Jitendra Malik Amir Zamir MedIm 128 300 0 11 Oct 2021
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research Mikayel Samvelyan Robert Kirk Vitaly Kurin Jack Parker-Holder Minqi Jiang Eric Hambro Fabio Petroni Heinrich Küttler Edward Grefenstette Tim Rocktaschel OffRL 315 91 0 27 Sep 2021
Benchmarking the Spectrum of Agent Capabilities Danijar Hafner ELM 103 140 0 14 Sep 2021
Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain Jianye Hao Tianpei Yang Hongyao Tang Chenjia Bai Jinyi Liu Zhaopeng Meng Peng Liu Zhen Wang OffRL 86 102 0 14 Sep 2021
A Survey of Exploration Methods in Reinforcement Learning Susan Amin Maziar Gomrokchi Harsh Satija H. V. Hoof Doina Precup OffRL 98 84 0 01 Sep 2021
Vision-Language Navigation: A Survey and Taxonomy Wansen Wu Tao Chang Xinmeng Li LM&Ro 58 24 0 26 Aug 2021
Communicative Learning with Natural Gestures for Embodied Navigation Agents with Human-in-the-Scene Qi Wu Cheng-Ju Wu Yixin Zhu Jungseock Joo 97 14 0 05 Aug 2021
Playtesting: What is Beyond Personas Sinan Ariyurek Elif Surer Aysu Betin Can 16 5 0 26 Jul 2021
High-Accuracy Model-Based Reinforcement Learning, a Survey Aske Plaat W. Kosters Mike Preuss OffRL 75 37 0 17 Jul 2021
Megaverse: Simulating Embodied Agents at One Million Experiences per Second Aleksei Petrenko Erik Wijmans Brennan Shacklett V. Koltun LM&Ro VGen 86 24 0 17 Jul 2021
MINERVAS: Massive INterior EnviRonments VirtuAl Synthesis Haocheng Ren Hao Zhang Jia Zheng Jiaxiang Zheng Rui Tang Yuchi Huo Hujun Bao Rui Wang SyDa 3DV VGen 66 4 0 13 Jul 2021
Teaching Agents how to Map: Spatial Reasoning for Multi-Object Navigation Pierre Marza L. Matignon Olivier Simonin Christian Wolf 123 24 0 13 Jul 2021
Explore and Control with Adversarial Surprise Arnaud Fickinger Natasha Jaques Samyak Parajuli Michael Chang Nicholas Rhinehart Glen Berseth Stuart J. Russell Sergey Levine 73 8 0 12 Jul 2021
Deep Learning for Embodied Vision Navigation: A Survey Fengda Zhu Yi Zhu Vincent CS Lee Xiaodan Liang Xiaojun Chang EgoV LM&Ro 101 0 0 07 Jul 2021
Agents that Listen: High-Throughput Reinforcement Learning with Multiple Sensory Systems Shashank Hegde Anssi Kanervisto Aleksei Petrenko VLM 59 9 0 05 Jul 2021
Distilling Reinforcement Learning Tricks for Video Games Anssi Kanervisto Christian Scheller Yanick Schraner Ville Hautamaki OffRL VLM 41 5 0 01 Jul 2021
Experience-Driven PCG via Reinforcement Learning: A Super Mario Bros Study Tianye Shu Jialin Liu Georgios N. Yannakakis 94 41 0 30 Jun 2021
Core Challenges in Embodied Vision-Language Planning Jonathan M Francis Nariaki Kitamura Felix Labelle Xiaopeng Lu Ingrid Navarro Jean Oh LM&Ro 142 48 0 26 Jun 2021
Deep Reinforcement Learning Models Predict Visual Responses in the Brain: A Preliminary Result Maytus Piriyajitakonkij Sirawaj Itthipuripat Theerawit Wilaiprasitporn Nat Dilokthanakul FAtt 27 2 0 18 Jun 2021
Contrastive Learning of Generalized Game Representations C. Trivedi Antonios Liapis Georgios N. Yannakakis OCL SSL 71 13 0 18 Jun 2021
Grounding Complex Navigational Instructions Using Scene Graphs Michiel de Jong Satyapriya Krishna Anuva Agarwal LM&Ro 29 0 0 03 Jun 2021
Look Wide and Interpret Twice: Improving Performance on Interactive Instruction-following Tasks Van-Quang Nguyen Masanori Suganuma Takayuki Okatani LM&Ro 90 35 0 01 Jun 2021
A Deep Reinforcement Learning Approach to Audio-Based Navigation in a Multi-Speaker Environment Petros Giannakopoulos A. Pikrakis Y. Cotronis 72 7 0 10 May 2021
Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation Muhammad Zubair Irshad Chih-Yao Ma Z. Kira LM&Ro 86 50 0 21 Apr 2021
VideoGPT: Video Generation using VQ-VAE and Transformers Wilson Yan Yunzhi Zhang Pieter Abbeel A. Srinivas ViT VGen 310 513 0 20 Apr 2021
DRL: Deep Reinforcement Learning for Intelligent Robot Control -- Concept, Literature, and Future Aras R. Dargazany 26 4 0 20 Apr 2021
Subgoal-based Reward Shaping to Improve Efficiency in Reinforcement Learning Takato Okudo Seiji Yamada OffRL 35 21 0 13 Apr 2021
Counter-Strike Deathmatch with Large-Scale Behavioural Cloning Tim Pearce Jun Zhu 86 47 0 09 Apr 2021
Unconstrained Scene Generation with Locally Conditioned Radiance Fields Terrance Devries Miguel Angel Bautista Nitish Srivastava Graham W. Taylor J. Susskind 119 155 0 01 Apr 2021
Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust Exploration Jaekyeom Kim Minjung Kim Dongyeon Woo Gunhee Kim 67 17 0 23 Mar 2021
MaAST: Map Attention with Semantic Transformersfor Efficient Visual Navigation Zachary Seymour Kowshik Thopalli Niluthpol Chowdhury Mithun Han-Pang Chiu S. Samarasekera Rakesh Kumar 3DPC 69 18 0 21 Mar 2021
Large Batch Simulation for Deep Reinforcement Learning Brennan Shacklett Erik Wijmans Aleksei Petrenko Manolis Savva Dhruv Batra V. Koltun Kayvon Fatahalian 3DV OffRL AI4CE 88 26 0 12 Mar 2021
Continuous Coordination As a Realistic Scenario for Lifelong Learning Hadi Nekoei Akilesh Badrinaaraayanan Aaron Courville Sarath Chandar CLL OffRL 84 41 0 04 Mar 2021
FIXAR: A Fixed-Point Deep Reinforcement Learning Platform with Quantization-Aware Training and Adaptive Parallelism Jenny Yang Seongmin Hong Joo-Young Kim 42 18 0 24 Feb 2021
Adversarially Guided Actor-Critic Yannis Flet-Berliac Johan Ferret Olivier Pietquin Philippe Preux Matthieu Geist 73 73 0 08 Feb 2021
Instance-Aware Predictive Navigation in Multi-Agent Environments Jinkun Cao Xin Wang Trevor Darrell Feng Yu 78 7 0 14 Jan 2021
Modeling Social Interaction for Baby in Simulated Environment for Developmental Robotics Md Ashaduzzaman Rubel Mondol Aishwarya Pothula Deokgun Park LM&Ro 24 0 0 29 Dec 2020
Towards Continual Reinforcement Learning: A Review and Perspectives Khimya Khetarpal Matthew D Riemer Irina Rish Doina Precup CLL OffRL 142 324 0 25 Dec 2020
MultiON: Benchmarking Semantic Map Memory using Multi-Object Navigation Saim Wani Shivansh Patel Unnat Jain Angel X. Chang Manolis Savva 105 107 0 07 Dec 2020
Proximal Policy Optimization Smoothed Algorithm Wangshu Zhu A. Rosendo 8 2 0 04 Dec 2020
DeepCrawl: Deep Reinforcement Learning for Turn-based Strategy Games Alessandro Sestini A. Kuhnle Andrew D. Bagdanov 39 6 0 03 Dec 2020
TLeague: A Framework for Competitive Self-Play based Distributed Multi-Agent Reinforcement Learning Peng Sun Jiechao Xiong Lei Han Xinghai Sun Shuxing Li Jiawei Xu Meng Fang Zhengyou Zhang OffRL LRM 73 19 0 25 Nov 2020
Using Unity to Help Solve Intelligence Tom Ward Andrew Bolt Nik Hemmings Simon Carter Manuel Sanchez ... Jay Lemmon J. Coe Piotr Trochim T. Handley Adrian Bolton 58 18 0 18 Nov 2020
ArraMon: A Joint Navigation-Assembly Instruction Interpretation Task in Dynamic Environments Hyounghun Kim Abhaysinh Zala Graham Burri Hao Tan Joey Tianyi Zhou LM&Ro 74 17 0 15 Nov 2020
DeepMind Lab2D C. Beattie Thomas Koppe Edgar A. Duénez-Guzmán Joel Z. Leibo VLM 76 18 0 13 Nov 2020
Reinforcement Learning with Dual-Observation for General Video Game Playing Chengpeng Hu Ziqi Wang Tianye Shu Hao Tong Julian Togelius Xinghu Yao Jialin Liu OffRL 54 9 0 11 Nov 2020
Learning Human Search Behavior from Egocentric Visual Inputs Maks Sorokin Wenhao Yu Sehoon Ha Chenxi Liu EgoV 75 3 0 06 Nov 2020
DeepFoldit -- A Deep Reinforcement Learning Neural Network Folding Proteins Dimitra N. Panou M. Reczko 75 3 0 28 Oct 2020
Reward Propagation Using Graph Convolutional Networks Martin Klissarov Doina Precup GNN 54 16 0 06 Oct 2020
PlotThread: Creating Expressive Storyline Visualizations using Reinforcement Learning Tan Tang Renzhong Li Xinke Wu Shuhan Liu Johannes Knittel Steffen Koch Thomas Ertl Lingyun Yu Peiran Ren Yingcai Wu 90 54 0 01 Sep 2020