A Deeper Look at Experience Replay

4 December 2017

Papers citing "A Deeper Look at Experience Replay"

50 / 55 papers shown

Title
Towards Bio-inspired Heuristically Accelerated Reinforcement Learning for Adaptive Underwater Multi-Agents Behaviour Antoine Vivien Thomas Chaffre Matthew Stephenson Eva Artusi Paulo E. Santos Benoit Clement Karl Sammut AI4CE 66 0 0 10 Feb 2025
MADAR: Efficient Continual Learning for Malware Analysis with Diversity-Aware Replay Mohammad Saidur Rahman Scott E. Coull Qi Yu M. Wright AAML 56 0 0 09 Feb 2025
Harvesting energy from turbulent winds with Reinforcement Learning Lorenzo Basile Maria Grazia Berni Antonio Celani 72 0 0 18 Dec 2024
ETGL-DDPG: A Deep Deterministic Policy Gradient Algorithm for Sparse Reward Continuous Control Ehsan Futuhi Shayan Karimi Chao Gao Martin Müller 40 1 0 07 Oct 2024
SigmaRL: A Sample-Efficient and Generalizable Multi-Agent Reinforcement Learning Framework for Motion Planning Jianye Xu Pan Hu Bassam Alrifaee 44 5 0 14 Aug 2024
Shared learning of powertrain control policies for vehicle fleets Lindsey Kerbel B. Ayalew Andrej Ivanco 31 0 0 27 Apr 2024
Research on Robot Path Planning Based on Reinforcement Learning Ruiqi Wang 35 1 0 22 Apr 2024
Enhanced Generalization through Prioritization and Diversity in Self-Imitation Reinforcement Learning over Procedural Environments with Sparse Rewards Alain Andres Daochen Zha Javier Del Ser 39 0 0 01 Nov 2023
Machine Learning Meets Advanced Robotic Manipulation Saeid Nahavandi R. Alizadehsani D. Nahavandi Chee Peng Lim Kevin Kelly Fernando Bello 24 17 0 22 Sep 2023
IOB: Integrating Optimization Transfer and Behavior Transfer for Multi-Policy Reuse Siyuan Li Haoyang Li Jin Zhang Zhen Wang Peng Liu Chongjie Zhang OffRL 24 1 0 14 Aug 2023
Fair yet Asymptotically Equal Collaborative Learning Xiaoqiang Lin Xinyi Xu See-Kiong Ng Chuan-Sheng Foo Bryan Kian Hsiang Low FedML 16 7 0 09 Jun 2023
Networked Communication for Decentralised Agents in Mean-Field Games Patrick Benjamin Alessandro Abate FedML 40 2 0 05 Jun 2023
Off-Policy RL Algorithms Can be Sample-Efficient for Continuous Control via Sample Multiple Reuse Jiafei Lyu Le Wan Zongqing Lu Xiu Li OffRL 34 9 0 29 May 2023
Deep Deterministic Policy Gradient for End-to-End Communication Systems without Prior Channel Knowledge Bolun Zhang Nguyen Van Huynh 30 4 0 12 May 2023
Intelligent O-RAN Traffic Steering for URLLC Through Deep Reinforcement Learning Ibrahim Tamim Sam Aleyadeh Abdallah Shami AI4TS 16 7 0 03 Mar 2023
MAC-PO: Multi-Agent Experience Replay via Collective Priority Optimization Yongsheng Mei Hanhan Zhou Tian-Shing Lan Guru Venkataramani Peng Wei 39 38 0 21 Feb 2023
Understanding the effect of varying amounts of replay per step A. Paul Videh Raj Nema 8 0 0 20 Feb 2023
A Memory Efficient Deep Reinforcement Learning Approach For Snake Game Autonomous Agents Md. Rafat Rahman Tushar Shahnewaz Siddique 15 5 0 27 Jan 2023
Which Experiences Are Influential for Your Agent? Policy Iteration with Turn-over Dropout Takuya Hiraoka Takashi Onishi Yoshimasa Tsuruoka OffRL 29 0 0 26 Jan 2023
Learning from Data Streams: An Overview and Update Jesse Read Indr.e vZliobait.e 19 4 0 30 Dec 2022
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games Indranil Sur Z. Daniels Abrar Rahman Kamil Faber Gianmarco J. Gallardo ... Roberto Corizzo Ajay Divakaran M. Piacentino Jesse Hostetler Aswin Raghavan CLL OffRL 36 4 0 08 Dec 2022
Greedy based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning Lipeng Wan Zeyang Liu Xingyu Chen Xuguang Lan Han Wang 47 12 0 22 Nov 2022
Can maker-taker fees prevent algorithmic cooperation in market making? Bingyan Han 40 1 0 01 Nov 2022
Multi-time Predictions of Wildfire Grid Map using Remote Sensing Local Data Hyung-Jin Yoon P. Voulgaris 14 3 0 15 Sep 2022
Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2 Z. Daniels Aswin Raghavan Jesse Hostetler Abrar Rahman Indranil Sur M. Piacentino Ajay Divakaran CLL OffRL 31 12 0 09 Aug 2022
Asynchronous Curriculum Experience Replay: A Deep Reinforcement Learning Approach for UAV Autonomous Motion Control in Unknown Dynamic Environments Zijian Hu Xiao-guang Gao Kaifang Wan Qianglong Wang Yiwei Zhai 40 10 0 04 Jul 2022
Analysis of Stochastic Processes through Replay Buffers Shirli Di-Castro Shashua Shie Mannor Dotan Di-Castro 36 6 0 26 Jun 2022
Cloud-Edge Training Architecture for Sim-to-Real Deep Reinforcement Learning Hongpeng Cao Mirco Theile Federico G. Wyrwal Marco Caccamo 40 6 0 04 Mar 2022
Multi-Agent Reinforcement Learning for Network Selection and Resource Allocation in Heterogeneous multi-RAT Networks Mhd Saria Allahham A. Abdellatif N. Mhaisen Amr M. Mohamed A. Erbad Mohsen Guizani 26 31 0 21 Feb 2022
Replay For Safety Liran Szlak Ohad Shamir OffRL 16 0 0 08 Dec 2021
Convergence Results For Q-Learning With Experience Replay Liran Szlak Ohad Shamir OffRL 29 5 0 08 Dec 2021
Learning Wildfire Model from Incomplete State Observations Alissa Chavalithumrong Hyung-Jin Yoon P. Voulgaris 12 2 0 28 Nov 2021
Policy Gradient and Actor-Critic Learning in Continuous Time and Space: Theory and Algorithms Yanwei Jia X. Zhou OffRL 30 78 0 22 Nov 2021
Off-Policy Correction for Deep Deterministic Policy Gradient Algorithms via Batch Prioritized Experience Replay Dogan C. Cicek Enes Duran Baturay Saglam Furkan B. Mutlu Suleyman Serdar Kozat OffRL 25 11 0 02 Nov 2021
Continual Learning on Noisy Data Streams via Self-Purified Replay C. Kim Jinseo Jeong Sang-chul Moon Gunhee Kim CLL 40 39 0 14 Oct 2021
Imaginary Hindsight Experience Replay: Curious Model-based Learning for Sparse Reward Tasks Robert McCarthy Qiang Wang S. Redmond OffRL 27 15 0 05 Oct 2021
Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning Maziar Gomrokchi Susan Amin Hossein Aboutalebi Alexander Wong Doina Precup MIACV AAML 42 3 0 08 Sep 2021
DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning Daochen Zha Jingru Xie Wenye Ma Sheng Zhang Xiangru Lian Xia Hu Ji Liu 16 117 0 11 Jun 2021
Simplifying Deep Reinforcement Learning via Self-Supervision Daochen Zha Kwei-Herng Lai Kaixiong Zhou Xia Hu SSL 46 15 0 10 Jun 2021
Reinforcement Learning For Constraint Satisfaction Game Agents (15-Puzzle, Minesweeper, 2048, and Sudoku) Anav Mehta AI4CE 24 4 0 09 Feb 2021
Multi-UAV Path Planning for Wireless Data Harvesting with Deep Reinforcement Learning Harald Bayerlein Mirco Theile Marco Caccamo David Gesbert 29 120 0 23 Oct 2020
Toolpath design for additive manufacturing using deep reinforcement learning M. Mozaffar Ablodghani Ebrahimi Jian Cao AI4CE 12 7 0 30 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 34 79 0 17 Sep 2020
Revisiting Fundamentals of Experience Replay W. Fedus Prajit Ramachandran Rishabh Agarwal Yoshua Bengio Hugo Larochelle Mark Rowland Will Dabney KELM OffRL 30 233 0 13 Jul 2020
UAV Path Planning for Wireless Data Harvesting: A Deep Reinforcement Learning Approach Harald Bayerlein Mirco Theile Marco Caccamo David Gesbert 21 54 0 01 Jul 2020
SLM Lab: A Comprehensive Benchmark and Modular Software Framework for Reproducible Deep Reinforcement Learning Keng Wah Loon L. Graesser Milan Cvitkovic OffRL 16 13 0 28 Dec 2019
Off-Policy Actor-Critic with Shared Experience Replay Simon Schmitt Matteo Hessel Karen Simonyan OffRL 27 68 0 25 Sep 2019
Deep reinforcement learning in World-Earth system models to discover sustainable management strategies Felix M. Strnad W. Barfuss J. Donges J. Heitzig 30 25 0 15 Aug 2019
A Review of Cooperative Multi-Agent Deep Reinforcement Learning Afshin Oroojlooyjadid Davood Hajinezhad 51 412 0 11 Aug 2019
Diagnosing Bottlenecks in Deep Q-learning Algorithms Justin Fu Aviral Kumar Matthew Soh Sergey Levine OffRL 19 141 0 26 Feb 2019