OpenAI Gym

5 June 2016

Papers citing "OpenAI Gym"

50 / 2,578 papers shown

Title
Pylot: A Modular Platform for Exploring Latency-Accuracy Tradeoffs in Autonomous Vehicles Ionel Gog Sukrit Kalra Peter Schafhalter Matthew A. Wright Joseph E. Gonzalez Ion Stoica 114 70 0 16 Apr 2021
Quantum Architecture Search via Deep Reinforcement Learning En-Jui Kuo Yao-Lung L. Fang Samuel Yen-Chi Chen AI4CE 90 90 0 15 Apr 2021
GAN-Based Interactive Reinforcement Learning from Demonstration and Human Evaluative Feedback Jie Huang Rongshun Juan R. Gomez Keisuke Nakamura Q. Sha Bo He Guangliang Li 73 10 0 14 Apr 2021
TAAC: Temporally Abstract Actor-Critic for Continuous Control Haonan Yu Wei Xu Haichao Zhang OffRL 56 21 0 13 Apr 2021
Subgoal-based Reward Shaping to Improve Efficiency in Reinforcement Learning Takato Okudo Seiji Yamada OffRL 44 21 0 13 Apr 2021
Reward Shaping with Dynamic Trajectory Aggregation Takato Okudo Seiji Yamada 28 2 0 13 Apr 2021
Muesli: Combining Improvements in Policy Optimization Matteo Hessel Ivo Danihelka Fabio Viola A. Guez Simon Schmitt Laurent Sifre T. Weber David Silver H. V. Hasselt 111 66 0 13 Apr 2021
Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment Philip J. Ball Cong Lu Jack Parker-Holder Stephen J. Roberts OffRL 112 45 0 12 Apr 2021
Learn Goal-Conditioned Policy with Intrinsic Motivation for Deep Reinforcement Learning Jinxin Liu Donglin Wang Qiangxing Tian Zhengyu Chen 92 23 0 11 Apr 2021
Behavior-Guided Actor-Critic: Improving Exploration via Learning Policy Behavior Representation for Deep Reinforcement Learning Ammar Fayad M. Ibrahim BDL 55 3 0 09 Apr 2021
CropGym: a Reinforcement Learning Environment for Crop Management H. Overweg H. Berghuijs Ioannis Athanasiadis OffRL 57 34 0 09 Apr 2021
Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning Wenzhen Huang Qiyue Yin Junge Zhang Kaiqi Huang 56 3 0 09 Apr 2021
ACERAC: Efficient reinforcement learning in fine time discretization Jakub Łyskawa Pawel Wawrzyñski 34 2 0 08 Apr 2021
A Bayesian Approach to Reinforcement Learning of Vision-Based Vehicular Control Zahra Gharaee Karl Holmquist Linbo He Michael Felsberg BDL 45 4 0 08 Apr 2021
Py-Feat: Python Facial Expression Analysis Toolbox J. H. Cheong Eshin Jolly Tiankang Xie Sophie Byrne Matthew Kenney Luke J. Chang CVBM 69 93 0 08 Apr 2021
Bootstrapping of memetic from genetic evolution via inter-agent selection pressures N. Guttenberg Marek Rosa 6 0 0 07 Apr 2021
GEM: Group Enhanced Model for Learning Dynamical Control Systems Philippe Hansen-Estruch Wenling Shang Lerrel Pinto Pieter Abbeel Stas Tiomkin AI4CE 63 3 0 07 Apr 2021
Ecole: A Library for Learning Inside MILP Solvers Antoine Prouvost Justin Dumouchelle Maxime Gasse Didier Chételat Andrea Lodi 33 4 0 06 Apr 2021
Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning Pramod Chunduri J. Bang Yao Lu Joy Arulraj 54 12 0 06 Apr 2021
Fast Design Space Exploration of Nonlinear Systems: Part II Prerit Terway Kenza Hamidouche N. Jha 48 4 0 05 Apr 2021
No Need for Interactions: Robust Model-Based Imitation Learning using Neural ODE HaoChih Lin Baopu Li Xin Zhou Jiankun Wang Max Meng 41 6 0 03 Apr 2021
Optimization Algorithm for Feedback and Feedforward Policies towards Robot Control Robust to Sensing Failures Taisuke Kobayashi Kenta Yoshizawa 29 3 0 01 Apr 2021
Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control Arthur Muller Vishal S. Rangras Georg Schnittker Michael Waldmann Maxim Friesen Tobias Ferfers Lukas Schreckenberg Florian Hufen J. Jasperneite M. Wiering OffRL 59 15 0 30 Mar 2021
pH-RL: A personalization architecture to bring reinforcement learning to health practice Ali el Hassouni Mark Hoogendoorn Marketa Ciharova A. Kleiboer K. Amarti Vesa Muhonen H. Riper A. E. Eiben OffRL 30 2 0 29 Mar 2021
Fundamental Challenges in Deep Learning for Stiff Contact Dynamics Mihir Parmar Mathew Halm Michael Posa 74 38 0 29 Mar 2021
Robust Reinforcement Learning under model misspecification Lebin Yu Jian Wang Xudong Zhang OOD 64 2 0 29 Mar 2021
Co-Imitation Learning without Expert Demonstration Kun-Peng Ning Hu Xu Kun Zhu Sheng-Jun Huang OffRL 36 3 0 27 Mar 2021
Character Controllers Using Motion VAEs Hung Yu Ling F. Zinno George Cheng M. van de Panne DRL 87 254 0 26 Mar 2021
Adversarial Imitation Learning with Trajectorial Augmentation and Correction Dafni Antotsiou C. Ciliberto Tae-Kyun Kim 63 10 0 25 Mar 2021
Model Predictive Actor-Critic: Accelerating Robot Skill Acquisition with Deep Reinforcement Learning A. S. Morgan Daljeet Nandha Georgia Chalvatzaki Carlo DÉramo A. Dollar Jan Peters 96 44 0 25 Mar 2021
Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning Hiroki Furuta T. Matsushima Tadashi Kozuno Y. Matsuo Sergey Levine Ofir Nachum S. Gu OffRL 58 14 0 23 Mar 2021
Online Baum-Welch algorithm for Hierarchical Imitation Learning Vittorio Giammarino I. Paschalidis OffRL 42 2 0 22 Mar 2021
Reward-Reinforced Reinforcement Learning for Multi-agent Systems Changgang Zheng Shufan Yang Juan Marcelo Parra Ullauri A. García-Domínguez Nelly Bencomo 53 11 0 22 Mar 2021
Introspective Visuomotor Control: Exploiting Uncertainty in Deep Visuomotor Control for Failure Recovery Chia-Man Hung Li Sun Yizhe Wu Ioannis Havoutis Ingmar Posner 36 5 0 22 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
TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL Clément Romac Rémy Portelas Katja Hofmann Pierre-Yves Oudeyer 91 23 0 17 Mar 2021
Building Safer Autonomous Agents by Leveraging Risky Driving Behavior Knowledge Ashish Rana A. Malhi 91 9 0 16 Mar 2021
Inclined Quadrotor Landing using Deep Reinforcement Learning Jacob E. Kooi Robert Babuška 64 30 0 16 Mar 2021
Sample-efficient Reinforcement Learning Representation Learning with Curiosity Contrastive Forward Dynamics Model Thanh Nguyen Tung M. Luu Thang Vu Chang D. Yoo 47 17 0 15 Mar 2021
RL-Controller: a reinforcement learning framework for active structural control S. S. Eshkevari Soheil Sadeghi Eshkevari Debarshi Sen S. Pakzad AI4CE 30 2 0 13 Mar 2021
Network Environment Design for Autonomous Cyberdefense Andres Molina-Markham Cory Miniter Becky Powell Ahmad Ridley 72 43 0 13 Mar 2021
Domain Curiosity: Learning Efficient Data Collection Strategies for Domain Adaptation Karol Arndt Oliver Struckmeier Ville Kyrki 46 1 0 12 Mar 2021
Discovering Diverse Solutions in Deep Reinforcement Learning by Maximizing State-Action-Based Mutual Information Takayuki Osa Voot Tangkaratt Masashi Sugiyama 73 33 0 12 Mar 2021
A Quadratic Actor Network for Model-Free Reinforcement Learning Matthias Weissenbacher Yoshinobu Kawahara 25 0 0 11 Mar 2021
Generalizable Episodic Memory for Deep Reinforcement Learning Haotian Hu Jianing Ye Guangxiang Zhu Zhizhou Ren Chongjie Zhang OffRL 84 39 0 11 Mar 2021
Full Gradient DQN Reinforcement Learning: A Provably Convergent Scheme Konstantin Avrachenkov Vivek Borkar H. Dolhare K. Patil 60 9 0 10 Mar 2021
Learning from Imperfect Demonstrations from Agents with Varying Dynamics Zhangjie Cao Dorsa Sadigh 88 29 0 10 Mar 2021
Model-free Policy Learning with Reward Gradients Qingfeng Lan Samuele Tosatto Homayoon Farrahi Rupam Mahmood 49 6 0 09 Mar 2021
A Survey of Embodied AI: From Simulators to Research Tasks Jiafei Duan Samson Yu Tangyao Li Huaiyu Zhu Cheston Tan LM&Ro 134 296 0 08 Mar 2021
A Crash Course on Reinforcement Learning F. Yaghmaie L. Ljung 90 2 0 08 Mar 2021