Search Results - subject:"Policy Optimization"

A survey of contextual optimization methods for decision-making under uncertainty

Sadana, Utsav; Chenreddy, Abhilash; Delage, Erick; … - In: European journal of operational research : EJOR 320 (2025) 2, pp. 271-289

Persistent link: https://www.econbiz.de/10015085172

Multi agent reinforcement learning for online layout planning and scheduling in flexible assembly systems

Kaven, Lea; Huke, Philipp; Göppert, Amon; Schmitt, … - In: Journal of Intelligent Manufacturing 35 (2024) 8, pp. 3917-3936

policy optimization and consists of a decoder and encoder, allowing for various-sized system state descriptions. A simulation …

Persistent link: https://www.econbiz.de/10015371298

Multi-echelon inventory optimization using deep reinforcement learning

Geevers, Kevin; Hezewijk, Lotte van; Mes, Martijn - In: Central European journal of operations research 32 (2024) 3, pp. 653-683

Persistent link: https://www.econbiz.de/10014582814

Intraday power trading : toward an arms race in weather forecasting?

Kuppelwieser, Thomas; Wozabal, David - In: OR spectrum : quantitative approaches in management 45 (2023) 1, pp. 57-83

Persistent link: https://www.econbiz.de/10014226371

A survey of contextual optimization methods for decision making under uncertainty

Sadana, Utsav; Chenreddy, Abhilash; Delage, Erick; … - 2023

Persistent link: https://www.econbiz.de/10014304851

Reinforcement learning for dynamic pricing and capacity allocation in monetized customer wait-skipping services

Garcia, Christopher - In: Journal of business analytics 8 (2025) 1, pp. 36-54

Persistent link: https://www.econbiz.de/10015188724

Intraday power trading: toward an arms race in weather forecasting?

Kuppelwieser, Thomas; Wozabal, David - In: OR Spectrum 45 (2022) 1, pp. 57-83

We propose the first speculative weather-based algorithmic trading strategy on a continuous intraday power market. The strategy uses neither production assets nor power demand and generates profits purely based on superior information about aggregate output of weather-dependent renewable...

Persistent link: https://www.econbiz.de/10015328849

Portfolio management based on a reinforcement learning framework

Wu, Junfeng; Li, Yaoming; Wenqing, Tan; Chen, Yun - In: Journal of forecasting 43 (2024) 7, pp. 2792-2808

Persistent link: https://www.econbiz.de/10015110562

A deep reinforcement learning approach for Runway Configuration Management : a case study for Philadelphia International Airport

Andy, Lam Jun Guang; Alam, Sameer; Lilith, Nimrod; … - In: Journal of air transport management : a new … 120 (2024), pp. 1-15

Persistent link: https://www.econbiz.de/10015084639

Faster algorithm and sharper analysis for constrained Markov decision process

Li, Tianjiao; Guan, Ziwei; Zou, Shaofeng; Xu, Tengyu; … - In: Operations research letters : a journal of INFORMS … 54 (2024), pp. 1-7

Persistent link: https://www.econbiz.de/10015049291