Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis

Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis

9 April 2024

Abolfazl Hashemi

Vaneet Aggarwal

Christopher G. Brinton

Papers citing "Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis"

12 / 12 papers shown

Title
On the Linear Speedup of Personalized Federated Reinforcement Learning with Shared Representations Guojun Xiong Shufan Wang Daniel Jiang Jian Li FedML 68 1 0 22 Nov 2024
In-Trajectory Inverse Reinforcement Learning: Learn Incrementally Before An Ongoing Trajectory Terminates Shicheng Liu Minghui Zhu 38 0 0 21 Oct 2024
StraightLine: An End-to-End Resource-Aware Scheduler for Machine Learning Application Requests Cheng-Wei Ching Boyuan Guan Hailu Xu Liting Hu VLM AI4TS HAI 30 0 0 25 Jul 2024
Advanced Multimodal Deep Learning Architecture for Image-Text Matching Jinyin Wang Haijing Zhang Yihao Zhong Yingbin Liang Rongwei Ji Yiru Cang 29 22 0 13 Jun 2024
Credit Card Fraud Detection Using Advanced Transformer Model Chang Yu Yongshun Xu Jin Cao Y. Zhang Yinxin Jin Mengran Zhu 27 40 0 06 Jun 2024
Advancements in Feature Extraction Recognition of Medical Imaging Systems Through Deep Learning Technique Qishi Zhan Dan Sun Erdi Gao Yuhan Ma Yaxin Liang Haowei Yang 24 8 0 23 May 2024
Exploration of Multi-Scale Image Fusion Systems in Intelligent Medical Image Analysis Yuxiang Hu Haowei Yang Ting Xu Shuyao He Jiajie Yuan Haozhang Deng 31 12 0 23 May 2024
Efficiency optimization of large-scale language models based on deep learning in natural language processing tasks Taiyuan Mei Yun Zi X. Cheng Zijun Gao Qi Wang Haowei Yang 25 20 0 20 May 2024
Real-Time Pill Identification for the Visually Impaired Using Deep Learning Bo Dang Wenchao Zhao Yufeng Li Danqing Ma Qixuan Yu Elly Yijun Zhu MedIm 24 37 0 08 May 2024
Decentralized Federated Learning: A Survey and Perspective Liangqi Yuan Ziran Wang Lichao Sun Philip S. Yu Christopher G. Brinton FedML 22 74 0 02 Jun 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
A Distributed Model-Free Ride-Sharing Approach for Joint Matching, Pricing, and Dispatching using Deep Reinforcement Learning Marina Haliem G. Mani Vaneet Aggarwal Bharat K. Bhargava 26 62 0 05 Oct 2020