Theoretical Analysis of Meta Reinforcement Learning: Generalization
Bounds and Convergence Guarantees

Theoretical Analysis of Meta Reinforcement Learning: Generalization Bounds and Convergence Guarantees

22 May 2024

Papers citing "Theoretical Analysis of Meta Reinforcement Learning: Generalization Bounds and Convergence Guarantees"

16 / 16 papers shown

Title
Learning Policy Committees for Effective Personalization in MDPs with Diverse Tasks Luise Ge Michael Lanier Anindya Sarkar Bengisu Guresti Yevgeniy Vorobeychik Chongjie Zhang 37 0 0 26 Feb 2025
An Improved Dung Beetle Optimizer for Random Forest Optimization Lianghao Tan Xiaoyi Liu Dong Liu Shubing Liu Weixi Wu Huangqi Jiang 59 2 0 24 Nov 2024
LTPNet Integration of Deep Learning and Environmental Decision Support Systems for Renewable Energy Demand Forecasting Te Li Mengze Zhang Yan Zhou 35 6 0 20 Oct 2024
TRIZ Method for Urban Building Energy Optimization: GWO-SARIMA-LSTM Forecasting model Shirong Zheng Shaobo Liu Zhenhong Zhang Dian Gu Chunqiu Xia Huadong Pang Enock Mintah Ampaw 26 3 0 20 Oct 2024
CA-BERT: Leveraging Context Awareness for Enhanced Multi-Turn Chat Interaction Minghao Liu Mingxiu Sui Yi Nan Cangqing Wang Zhijie Zhou 23 2 0 05 Sep 2024
Deep Analysis of Time Series Data for Smart Grid Startup Strategies: A Transformer-LSTM-PSO Model Approach Zecheng Zhang 19 0 0 22 Aug 2024
Cross-border Commodity Pricing Strategy Optimization via Mixed Neural Network for Time Series Analysis Lijuan Wang Yijia Hu Yan Zhou AI4TS 27 6 0 22 Aug 2024
Risk Analysis in Customer Relationship Management via Quantile Region Convolutional Neural Network-Long Short-Term Memory and Cross-Attention Mechanism Yaowen Huang Jun Der Leu Baoli Lu Yan Zhou 19 0 0 22 Aug 2024
Enhancing Visual Question Answering through Ranking-Based Hybrid Training and Multimodal Fusion Peiyuan Chen Zecheng Zhang Yiping Dong Li Zhou Han Wang 22 12 0 14 Aug 2024
The Design of Autonomous UAV Prototypes for Inspecting Tunnel Construction Environment Yiping Dong 26 13 0 14 Aug 2024
Advanced AI Framework for Enhanced Detection and Assessment of Abdominal Trauma: Integrating 3D Segmentation with 2D CNN and RNN Models Liheng Jiang Xuechun yang Chang Yu Zhizhong Wu Yuting Wang 35 18 0 23 Jul 2024
Autonomous Navigation of Unmanned Vehicle Through Deep Reinforcement Learning Letian Xu Jiabei Liu Haopeng Zhao Tianyao Zheng Tongzhou Jiang Lipeng Liu 25 12 0 18 Jul 2024
Deep Learning-based Anomaly Detection and Log Analysis for Computer Networks Shuzhan Wang Ruxue Jiang Zhaoqi Wang Yan Zhou 32 27 0 08 Jul 2024
Prioritized experience replay-based DDQN for Unmanned Vehicle Path Planning Liu Lipeng Letian Xu Jiabei Liu Haopeng Zhao Tongzhou Jiang Tianyao Zheng 23 9 0 25 Jun 2024
Image anomaly detection and prediction scheme based on SSA optimized ResNet50-BiGRU model Qianhui Wan Zecheng Zhang Liheng Jiang Zhaoqi Wang Yan Zhou MedIm 3DH 24 18 0 20 Jun 2024
Multi-modal preference alignment remedies regression of visual instruction tuning on language model Shengzhi Li Rongyu Lin Shichao Pei 34 20 0 16 Feb 2024