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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
USA-Net: Unified Semantic and Affordance Representations for Robot Memory Benjamin Bolte Austin S. Wang Jimmy Yang Mustafa Mukadam Mrinal Kalakrishnan Chris Paxton 3DV LM&Ro 99 14 0 24 Apr 2023
NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models Seung Wook Kim Bradley Brown K. Yin Karsten Kreis Katja Schwarz Daiqing Li Robin Rombach Antonio Torralba Sanja Fidler VGen 112 62 0 19 Apr 2023
PyFlyt -- UAV Simulation Environments for Reinforcement Learning Research Jun Jet Tai J. Wong M. Innocente N. Horri J. Brusey S. K. Phang 110 10 0 03 Apr 2023
POPGym: Benchmarking Partially Observable Reinforcement Learning Steven D. Morad Ryan Kortvelesy Matteo Bettini Stephan Liwicki Amanda Prorok OffRL 66 40 0 03 Mar 2023
Domain Adaptation of Reinforcement Learning Agents based on Network Service Proximity Kaushik Dey S. K. Perepu P. Dasgupta Abir Das 59 1 0 02 Mar 2023
TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play Fanqing Lin Shiyu Huang Tim Pearce Wenze Chen Weijuan Tu 115 21 0 15 Feb 2023
NeuronsGym: A Hybrid Framework and Benchmark for Robot Tasks with Sim2Real Policy Learning Haoran Li Shasha Liu Mingjun Ma Guangzheng Hu Yaran Chen Dong Zhao 83 3 0 07 Feb 2023
Program Generation from Diverse Video Demonstrations Anthony Manchin Jamie Sherrah Qi Wu Anton Van Den Hengel VGen 17 0 0 01 Feb 2023
Few-Shot Image-to-Semantics Translation for Policy Transfer in Reinforcement Learning Reimi Sato Kazuto Fukuchi Jun Sakuma Youhei Akimoto OffRL 40 0 0 31 Jan 2023
Polycraft World AI Lab (PAL): An Extensible Platform for Evaluating Artificial Intelligence Agents Stephen A. Goss Robert J. Steininger Dhruv Narayanan Daniel V. Olivença Yutong Sun Peng-Chao Qiu Jim Amato Eberhard O. Voit W. Voit Eric J. Kildebeck LLMAG 127 3 0 27 Jan 2023
Deep Laplacian-based Options for Temporally-Extended Exploration Martin Klissarov Marlos C. Machado OffRL 94 20 0 26 Jan 2023
Lifelong Reinforcement Learning with Modulating Masks Eseoghene Ben-Iwhiwhu Saptarshi Nath Praveen K. Pilly Soheil Kolouri Andrea Soltoggio CLL OffRL 83 23 0 21 Dec 2022
Efficient Exploration in Resource-Restricted Reinforcement Learning Zhihai Wang Taoxing Pan Qi Zhou Jie Wang OffRL 51 12 0 14 Dec 2022
PALMER: Perception-Action Loop with Memory for Long-Horizon Planning Onur Beker Mohammad Mohammadi Amir Zamir 60 3 0 08 Dec 2022
Powderworld: A Platform for Understanding Generalization via Rich Task Distributions Kevin Frans Phillip Isola OffRL 102 9 0 23 Nov 2022
DIAMBRA Arena: a New Reinforcement Learning Platform for Research and Experimentation A. Palmas 25 2 0 19 Oct 2022
WILD-SCAV: Benchmarking FPS Gaming AI on Unity3D-based Environments Xi Chen Tianyuan Shi Qing Zhao Yuchen Sun Yunfei Gao Xiangjun Wang 60 2 0 14 Oct 2022
A Mixture of Surprises for Unsupervised Reinforcement Learning Andrew Zhao Matthieu Lin Yangguang Li Yang Liu Gao Huang 58 13 0 13 Oct 2022
Exploration via Elliptical Episodic Bonuses Mikael Henaff Roberta Raileanu Minqi Jiang Tim Rocktaschel OffRL 101 41 0 11 Oct 2022
Atari-5: Distilling the Arcade Learning Environment down to Five Games Matthew Aitchison Penny Sweetser Marcus Hutter 85 22 0 05 Oct 2022
CaiRL: A High-Performance Reinforcement Learning Environment Toolkit Per-Arne Andersen Morten Goodwin Ole-Christoffer Granmo 40 0 0 03 Oct 2022
Unsupervised Representation Learning in Deep Reinforcement Learning: A Review N. Botteghi M. Poel C. Brune SSL OffRL 95 13 0 27 Aug 2022
On the Importance of Critical Period in Multi-stage Reinforcement Learning Junseok Park Inwoo Hwang Min Whoo Lee Hyunseok Oh Minsu Lee Youngki Lee Byoung-Tak Zhang OffRL 45 0 0 09 Aug 2022
Learning to Generalize with Object-centric Agents in the Open World Survival Game Crafter Aleksandar Stanić Yujin Tang David R Ha Jürgen Schmidhuber ELM 101 13 0 05 Aug 2022
GAUDI: A Neural Architect for Immersive 3D Scene Generation Miguel Angel Bautista Pengsheng Guo Samira Abnar Walter A. Talbott Alexander Toshev ... Shuangfei Zhai Hanlin Goh Daniel Ulbricht Afshin Dehghan J. Susskind SyDa 3DGS 84 139 0 27 Jul 2022
Explain My Surprise: Learning Efficient Long-Term Memory by Predicting Uncertain Outcomes A. Sorokin N. Buzun Leonid Pugachev Andrey Kravchenko 160 8 0 27 Jul 2022
Flowsheet synthesis through hierarchical reinforcement learning and graph neural networks Laura Stops Roel Leenhouts Qitong Gao Artur M. Schweidtmann AI4CE 59 29 0 25 Jul 2022
EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine Jiayi Weng Min Lin Shengyi Huang Bo Liu Denys Makoviichuk ... Yufan Song Ting Luo Yukun Jiang Zhongwen Xu Shuicheng Yan MoE 101 63 0 21 Jun 2022
Visual Radial Basis Q-Network Julien Hautot Céline Teulière Nourddine Azzaoui OffRL 49 1 0 14 Jun 2022
Learning Task-Independent Game State Representations from Unlabeled Images C. Trivedi Konstantinos Makantasis Antonios Liapis Georgios N. Yannakakis SSL 79 6 0 13 Jun 2022
Deep Transformer Q-Networks for Partially Observable Reinforcement Learning Kevin Esslinger Robert Platt Chris Amato OffRL 80 38 0 02 Jun 2022
BulletArm: An Open-Source Robotic Manipulation Benchmark and Learning Framework Dian Wang Colin Kohler Xu Zhu Ming Jia Robert Platt 67 9 0 28 May 2022
Image Augmentation Based Momentum Memory Intrinsic Reward for Sparse Reward Visual Scenes Zheng Fang Biao Zhao Guizhong Liu 94 3 0 19 May 2022
CARNet: A Dynamic Autoencoder for Learning Latent Dynamics in Autonomous Driving Tasks A. Pak Hemanth Manjunatha Dimitar Filev Panagiotis Tsiotras 31 5 0 18 May 2022
A Deep Reinforcement Learning Blind AI in DareFightingICE Thai Van Nguyen Xincheng Dai Ibrahim Khan R. Thawonmas H. V. Pham VLM 34 8 0 16 May 2022
GAN-Aimbots: Using Machine Learning for Cheating in First Person Shooters Anssi Kanervisto Tomi Kinnunen Ville Hautamaki 31 13 0 14 May 2022
Multi-Target Active Object Tracking with Monte Carlo Tree Search and Target Motion Modeling Zheng-Kai Chen Jian Zhao Mingyu Yang Wen-gang Zhou Houqiang Li 24 4 0 07 May 2022
Exploration in Deep Reinforcement Learning: A Survey Pawel Ladosz Lilian Weng Minwoo Kim H. Oh OffRL 93 363 0 02 May 2022
Mask Atari for Deep Reinforcement Learning as POMDP Benchmarks Yang Shao Quan Kong Tadayuki Matsumura Taiki Fuji Kiyoto Ito Hiroyuki Mizuno 29 6 0 31 Mar 2022
L2Explorer: A Lifelong Reinforcement Learning Assessment Environment Erik C. Johnson Eric Q. Nguyen B. Schreurs Chigozie Ewulum C. Ashcraft Neil Fendley Megan M. Baker Alexander New Gautam K. Vallabha 64 9 0 14 Mar 2022
CCPT: Automatic Gameplay Testing and Validation with Curiosity-Conditioned Proximal Trajectories Alessandro Sestini Linus Gisslén Joakim Bergdahl Konrad Tollmar Andrew D. Bagdanov 64 7 0 21 Feb 2022
Information is Power: Intrinsic Control via Information Capture Nick Rhinehart Jenny Wang Glen Berseth John D. Co-Reyes Danijar Hafner Chelsea Finn Sergey Levine 60 9 0 07 Dec 2021
Meta Arcade: A Configurable Environment Suite for Meta-Learning Edward W. Staley C. Ashcraft Ben Stoler Jared Markowitz Gautam K. Vallabha Christopher R. Ratto Kapil D. Katyal 42 5 0 01 Dec 2021
A Survey of Zero-shot Generalisation in Deep Reinforcement Learning Robert Kirk Amy Zhang Edward Grefenstette Tim Rocktaschel OffRL 103 170 0 18 Nov 2021
VisualEnv: visual Gym environments with Blender A. Scorsoglio R. Furfaro AI4CE 33 1 0 15 Nov 2021
Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning Kibeom Kim Min Whoo Lee Yoonsung Kim Je-hwan Ryu Minsu Lee Byoung-Tak Zhang 64 8 0 25 Oct 2021
A Deep Reinforcement Learning Approach for Audio-based Navigation and Audio Source Localization in Multi-speaker Environments Petros Giannakopoulos Aggelos Pikrakis Y. Cotronis 133 3 0 25 Oct 2021
CORA: Benchmarks, Baselines, and Metrics as a Platform for Continual Reinforcement Learning Agents Sam Powers Eliot Xing Eric Kolve Roozbeh Mottaghi Abhinav Gupta OffRL 105 40 0 19 Oct 2021
Interpretation of Emergent Communication in Heterogeneous Collaborative Embodied Agents Shivansh Patel Saim Wani Unnat Jain Alex Schwing Svetlana Lazebnik Manolis Savva Angel X. Chang LM&Ro 72 27 0 12 Oct 2021
Action-Sufficient State Representation Learning for Control with Structural Constraints Erdun Gao Chaochao Lu Liu Leqi José Miguel Hernández-Lobato Clark Glymour Bernhard Schölkopf Kun Zhang 92 35 0 12 Oct 2021