Hindsight Learning for MDPs with Exogenous Inputs

Hindsight Learning for MDPs with Exogenous Inputs

13 July 2022

Sean R. Sinclair

Felipe Vieira Frujeri

Jennifer Neville

Adith Swaminathan

Papers citing "Hindsight Learning for MDPs with Exogenous Inputs"

16 / 16 papers shown

Title
Learning Virtual Machine Scheduling in Cloud Computing through Language Agents Jiehao Wu Ziwei Wang Junjie Sheng Wenhao Li Xiangfei Wang Jun Luo 19 0 0 15 May 2025
Multi-Agent Reinforcement Learning with Long-Term Performance Objectives for Service Workforce Optimization Kareem Eissa Rayal Prasad Sarith Mohan Ankur Kapoor D. Comaniciu V. Singh 33 0 0 03 Mar 2025
Scalable Reinforcement Learning for Virtual Machine Scheduling Junjie Sheng Jiehao Wu Haochuan Cui Yiqiu Hu Wenli Zhou Lei Zhu Qian Peng Wenhao Li Xiangfeng Wang OffRL 31 0 0 01 Mar 2025
Zero-shot Generalization in Inventory Management: Train, then Estimate and Decide Tarkan Temizoz Christina Imdahl R. Dijkman Douniel Lamghari-Idrissi W. Jaarsveld 19 1 0 01 Nov 2024
Neural Coordination and Capacity Control for Inventory Management Carson Eisenach Udaya Ghai Dhruv Madeka Kari Torkkola Dean Phillips Foster Sham Kakade 13 0 0 24 Sep 2024
On Overcoming Miscalibrated Conversational Priors in LLM-based Chatbots Christine Herlihy Jennifer Neville Tobias Schnabel Adith Swaminathan 36 3 0 01 Jun 2024
VC Theory for Inventory Policies Yaqi Xie Will Ma Linwei Xin 18 5 0 17 Apr 2024
Provably Efficient Partially Observable Risk-Sensitive Reinforcement Learning with Hindsight Observation Tonghe Zhang Yu Chen Longbo Huang 31 0 0 28 Feb 2024
Optimizing Heat Alert Issuance with Reinforcement Learning Ellen M. Considine Rachel C. Nethery G. Wellenius Francesca Dominici Mauricio Tec OffRL 21 0 0 21 Dec 2023
Learning an Inventory Control Policy with General Inventory Arrival Dynamics Sohrab Andaz Carson Eisenach Dhruv Madeka Kari Torkkola Randy Jia Dean Phillips Foster Sham Kakade 17 2 0 26 Oct 2023
Theoretical Hardness and Tractability of POMDPs in RL with Partial Online State Information Ming Shi Yingbin Liang Ness B. Shroff 26 2 0 14 Jun 2023
Efficient Reinforcement Learning with Impaired Observability: Learning to Act with Delayed and Missing State Observations Minshuo Chen Jie Meng Yunru Bai Yinyu Ye H. Vincent Poor Mengdi Wang 23 0 0 02 Jun 2023
Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks Honghao Wei Xin Liu Weina Wang Lei Ying 24 10 0 25 May 2023
Online Reinforcement Learning in Non-Stationary Context-Driven Environments Pouya Hamadanian Arash Nasr-Esfahany Malte Schwarzkopf Siddartha Sen MohammadIman Alizadeh CLL OffRL 40 0 0 04 Feb 2023
Learning in POMDPs is Sample-Efficient with Hindsight Observability Jonathan Lee Alekh Agarwal Christoph Dann Tong Zhang 21 19 0 31 Jan 2023
Deep Inventory Management Dhruv Madeka Kari Torkkola Carson Eisenach Anna Luo Dean Phillips Foster Sham M. Kakade BDL 35 15 0 06 Oct 2022