Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal
Point Processes

Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes

29 January 2022

Papers citing "Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes"

13 / 13 papers shown

Title
Time After Time: Deep-Q Effect Estimation for Interventions on When and What to do Yoav Wald M. Goldstein Yonathan Efroni Wouter A. C. van Amsterdam Rajesh Ranganath CML 76 0 0 20 Mar 2025
Adaptive Learning on User Segmentation: Universal to Specific Representation via Bipartite Neural Interaction Xiaoyu Tan Yongxin Deng Chao Qu Siqiao Xue Xiaoming Shi James Zhang Xihe Qiu 64 2 0 23 Sep 2024
Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models Siqiao Xue Danrui Qi Caigao Jiang Wenhui Shi Fangyin Cheng ... Fan Zhou Hong Yi Shaodong Liu Hongjun Yang Faqiang Chen LM&MA LLMAG 38 3 0 16 Apr 2024
PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching Zhenting Qi Xiaoyu Tan Shaojie Shi Chao Qu Yinghui Xu Yuan Qi ALM 35 10 0 09 Dec 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Yuxuan Liang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 35 117 0 16 Oct 2023
Deep Optimal Timing Strategies for Time Series Chen Pan Fan Zhou Xuanwei Hu Xinxin Zhu Wenxin Ning Zi Zhuang Siqiao Xue James Y. Zhang Yun Hu AI4TS 20 3 0 09 Oct 2023
Prompt-augmented Temporal Point Process for Streaming Event Sequence Siqiao Xue Yan Wang Zhixuan Chu X. Shi Caigao Jiang Hongyan Hao Gangwei Jiang Xiaoyun Feng James Y. Zhang Junqing Zhou AI4TS 24 23 0 08 Oct 2023
Amortized Network Intervention to Steer the Excitatory Point Processes Zitao Song Wendi Ren Sourav Garg 16 1 0 06 Oct 2023
Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference Yan Wang Zhixuan Chu Tao Zhou Caigao Jiang Hongyan Hao ... Qing Cui Longfei Li James Y. Zhang Siqiao Xue Junqing Zhou BDL AI4TS 83 0 0 06 Sep 2023
EasyTPP: Towards Open Benchmarking Temporal Point Processes Siqiao Xue X. Shi Zhixuan Chu Yan Wang Hongyan Hao ... Chenyuan Pan James Y. Zhang Qingsong Wen Junqing Zhou Hongyuan Mei AI4TS 32 29 0 16 Jul 2023
SLOTH: Structured Learning and Task-based Optimization for Time Series Forecasting on Hierarchies Fang-le Zhou Chenle Pan Lintao Ma Yu Liu Shiyu Wang ... Xu Hu Yun Hu Yang Zheng Lei Lei Yun Hu 29 3 0 11 Feb 2023
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 40 9 0 05 Jun 2021
Soft Actor-Critic for Discrete Action Settings Petros Christodoulou OffRL 104 292 0 16 Oct 2019