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Asynchronous Methods for Deep Reinforcement Learning

4 February 2016

Volodymyr Mnih

Adria Puigdomenech Badia

David Silver

Papers citing "Asynchronous Methods for Deep Reinforcement Learning"

50 / 3,591 papers shown

Title
System-status-aware Adaptive Network for Online Streaming Video Understanding Lin Geng Foo Jia Gong Zhipeng Fan Jing Liu AI4TS 73 15 0 28 Mar 2023
Matryoshka Policy Gradient for Entropy-Regularized RL: Convergence and Global Optimality François Ged M. H. Veiga 81 0 0 22 Mar 2023
Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning Chaofan Ma Qisen Xu Xiangfeng Wang Bo Jin Xiaoyun Zhang Yanfeng Wang Ya Zhang 87 22 0 19 Mar 2023
Convergence Analysis of Stochastic Gradient Descent with MCMC Estimators Tian-cheng Li Fan Chen Huajie Chen Zaiwen Wen 57 4 0 19 Mar 2023
A New Policy Iteration Algorithm For Reinforcement Learning in Zero-Sum Markov Games Anna Winnicki R. Srikant 107 1 0 17 Mar 2023
Residual Physics Learning and System Identification for Sim-to-real Transfer of Policies on Buoyancy Assisted Legged Robots Nitish Sontakke Hosik Chae S. Lee Tianle Huang Dennis W. Hong Sehoon Ha 103 10 0 16 Mar 2023
FindView: Precise Target View Localization Task for Look Around Agents Haruya Ishikawa Y. Aoki 47 0 0 16 Mar 2023
Latent-Conditioned Policy Gradient for Multi-Objective Deep Reinforcement Learning T. Kanazawa Chetan Gupta 123 0 0 15 Mar 2023
Lana: A Language-Capable Navigator for Instruction Following and Generation Xiaohan Wang Wenguan Wang Jiayi Shao Yi Yang LLMAG LM&Ro 98 41 0 15 Mar 2023
Statistical Hardware Design With Multi-model Active Learning Alireza Ghaffari M. Asgharian Yvon Savaria 55 3 0 14 Mar 2023
Multimodal Reinforcement Learning for Robots Collaborating with Humans Afagh Mehri Shervedani S. Li Natawut Monaikul Bahareh Abbasi Barbara Di Eugenio Milos Zefran OffRL 41 4 0 13 Mar 2023
Transformer-based World Models Are Happy With 100k Interactions Jan Robine Marc Höftmann Tobias Uelwer Stefan Harmeling OffRL 115 88 0 13 Mar 2023
BCSSN: Bi-direction Compact Spatial Separable Network for Collision Avoidance in Autonomous Driving Haichuan Li Liguo Zhou Alois Knoll 34 0 0 12 Mar 2023
DAVIS-Ag: A Synthetic Plant Dataset for Prototyping Domain-Inspired Active Vision in Agricultural Robots Taeyeong Choi Dario Guevara Zifei Cheng Grisha Bandodkar Chonghan Wang B. Bailey Mason Earles Xin Liu 65 1 0 10 Mar 2023
The Lie-Group Bayesian Learning Rule E. M. Kıral Thomas Möllenhoff Mohammad Emtiyaz Khan BDL 54 3 0 08 Mar 2023
Foundation Models for Decision Making: Problems, Methods, and Opportunities Sherry Yang Ofir Nachum Yilun Du Jason W. Wei Pieter Abbeel Dale Schuurmans LM&Ro OffRL LRM AI4CE 200 172 0 07 Mar 2023
Meta-Explore: Exploratory Hierarchical Vision-and-Language Navigation Using Scene Object Spectrum Grounding Minyoung Hwang Jaeyeon Jeong Minsoo Kim Yoonseon Oh Songhwai Oh 84 21 0 07 Mar 2023
Evolutionary Reinforcement Learning: A Survey Hui Bai Ran Cheng Yaochu Jin OffRL 142 56 0 07 Mar 2023
The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models Raphael Avalos Florent Delgrange Ann Nowé Guillermo A. Pérez D. Roijers 71 4 0 06 Mar 2023
Safe Reinforcement Learning via Probabilistic Logic Shields Wen-Chi Yang G. Marra Gavin Rens Luc de Raedt OffRL 83 32 0 06 Mar 2023
Local Environment Poisoning Attacks on Federated Reinforcement Learning Evelyn Ma Praneet Rathi Rasoul Etesami FedML 87 4 0 05 Mar 2023
From Rolling Over to Walking: Enabling Humanoid Robots to Develop Complex Motor Skills Fanxing Meng Jing Xiao 41 0 0 05 Mar 2023
Local Path Planning among Pushable Objects based on Reinforcement Learning Linghong Yao Valerio Modugno Andromachi Maria Delfaki Yuanchang Liu Danail Stoyanov Dimitrios Kanoulas 80 3 0 04 Mar 2023
Demonstration-guided Deep Reinforcement Learning for Coordinated Ramp Metering and Perimeter Control in Large Scale Networks Zijian Hu Wei-Ying Ma 39 5 0 04 Mar 2023
Double A3C: Deep Reinforcement Learning on OpenAI Gym Games Yangxin Zhong Jiajie He Ling-Xue Kong OffRL 26 2 0 04 Mar 2023
Multi-Target Pursuit by a Decentralized Heterogeneous UAV Swarm using Deep Multi-Agent Reinforcement Learning Maryam Kouzeghar Youn-Suk Song Malika Meghjani Roland Bouffanais 59 15 0 03 Mar 2023
T-Cell Receptor Optimization with Reinforcement Learning and Mutation Policies for Precesion Immunotherapy Ziqi Chen Martin Renqiang Min Hongyu Guo Chao Cheng T. Clancy Xia Ning 39 1 0 02 Mar 2023
Population-based Evaluation in Repeated Rock-Paper-Scissors as a Benchmark for Multiagent Reinforcement Learning Marc Lanctot John Schultz Neil Burch Max O. Smith Daniel Hennes Thomas W. Anthony Julien Perolat OffRL 48 5 0 02 Mar 2023
ESceme: Vision-and-Language Navigation with Episodic Scene Memory Qinjie Zheng Daqing Liu Chaoyue Wang Jing Zhang Dadong Wang Dacheng Tao LM&Ro 79 5 0 02 Mar 2023
Human-Inspired Framework to Accelerate Reinforcement Learning Ali Beikmohammadi Sindri Magnússon OffRL 86 4 0 28 Feb 2023
The In-Sample Softmax for Offline Reinforcement Learning Chenjun Xiao Han Wang Yangchen Pan Adam White Martha White OffRL 85 26 0 28 Feb 2023
Reinforcement Learning Based Pushing and Grasping Objects from Ungraspable Poses Hao Zhang Hongzhuo Liang Lin Cong Jianzhi Lyu Long Zeng Pingfa Feng Jian-Wei Zhang SSL DRL 60 10 0 26 Feb 2023
Hierarchical Needs-driven Agent Learning Systems: From Deep Reinforcement Learning To Diverse Strategies Qin Yang 36 2 0 25 Feb 2023
Autonomous Exploration and Mapping for Mobile Robots via Cumulative Curriculum Reinforcement Learning Hui Yuan Jinghao Xin Ning Li 67 5 0 25 Feb 2023
Inequity aversion reduces travel time in the traffic light control problem Mersad Hassanjani Farinaz Alamiyan Harandi Pouria Ramazi 31 0 0 23 Feb 2023
Self-supervised network distillation: an effective approach to exploration in sparse reward environments Matej Pecháč M. Chovanec Igor Farkaš 93 4 0 22 Feb 2023
Dual Policy Learning for Aggregation Optimization in Graph Neural Network-based Recommender Systems Heesoo Jung Sangpil Kim Hogun Park 69 5 0 21 Feb 2023
Interactive Video Corpus Moment Retrieval using Reinforcement Learning Zhixin Ma Chong-Wah Ngo 73 3 0 19 Feb 2023
Stochastic Generative Flow Networks L. Pan Dinghuai Zhang Moksh Jain Longbo Huang Yoshua Bengio BDL 126 34 0 19 Feb 2023
Efficient Exploration via Epistemic-Risk-Seeking Policy Optimization Brendan O'Donoghue OffRL 104 7 0 18 Feb 2023
Robot path planning using deep reinforcement learning Miguel Quinones-Ramirez Jorge Ríos-Martínez Víctor Uc Cetina SSL 59 5 0 17 Feb 2023
Quantum Computing Provides Exponential Regret Improvement in Episodic Reinforcement Learning Bhargav Ganguly Yulian Wu Di Wang Vaneet Aggarwal 60 9 0 16 Feb 2023
Augmented Language Models: a Survey Grégoire Mialon Roberto Dessì Maria Lomeli Christoforos Nalmpantis Ramakanth Pasunuru ... Jane Dwivedi-Yu Asli Celikyilmaz Edouard Grave Yann LeCun Thomas Scialom LRM KELM 99 394 0 15 Feb 2023
Actional Atomic-Concept Learning for Demystifying Vision-Language Navigation Bingqian Lin Yi Zhu Xiaodan Liang Liang Lin Jian-zhuo Liu CoGe LM&Ro 103 3 0 13 Feb 2023
Improving robot navigation in crowded environments using intrinsic rewards Diego Martínez Baselga L. Riazuelo Luis Montano 116 14 0 13 Feb 2023
Policy-Induced Self-Supervision Improves Representation Finetuning in Visual RL Sébastien M. R. Arnold Fei Sha SSL 52 0 0 12 Feb 2023
Distributional GFlowNets with Quantile Flows Dinghuai Zhang L. Pan Ricky T. Q. Chen Aaron Courville Yoshua Bengio 91 28 0 11 Feb 2023
UGAE: A Novel Approach to Non-exponential Discounting Ariel Kwiatkowski Vicky Kalogeiton Julien Pettré Marie-Paule Cani OffRL 39 2 0 11 Feb 2023
A Survey on Causal Reinforcement Learning Yan Zeng Ruichu Cai Gang Hua Libo Huang Zijian Li CML 148 30 0 10 Feb 2023
Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals Yue Wu Yewen Fan Paul Pu Liang A. Azaria Yuan-Fang Li Tom Michael Mitchell OffRL 91 53 0 09 Feb 2023