Deepak Pahwa

Works (2)

Updated: July 5th, 2023 15:33

2021 article

Dynamic matching with deep reinforcement learning for a two-sided Manufacturing-as-a-Service (MaaS) marketplace

Pahwa, D., & Starly, B. (2021, May 21). Manufacturing Letters, Vol. 8.

By: D. Pahwa n & B. Starly n 

author keywords: Cloud manufacturing; Cyber-enabled manufacturing; Resource allocation; Two-sided matching; Dynamic and stochastic knapsack problem (DSKP); Cloud based design and manufacturing (CBDM)
topics (OpenAlex): Supply Chain and Inventory Management; Scheduling and Optimization Algorithms; Advanced Manufacturing and Logistics Optimization; Reinforcement Learning in Robotics
TL;DR: Empirical simulations demonstrate that DRL has considerably better performance compared to four baselines and demonstrates a learning approach for near real-time decision making for suppliers participating in a MaaS marketplace. (via Semantic Scholar)
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UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: October 4, 2021

2018 article

Reverse auction mechanism design for the acquisition of prototyping services in a manufacturing-as-a-service marketplace

Pahwa, D., Starly, B., & Cohen, P. (2018, May 21). Journal of Manufacturing Systems, Vol. 48, pp. 134–143.

By: D. Pahwa n, B. Starly n  & P. Cohen n 

author keywords: Distributed manufacturing; Reverse auction; Mechanism design; Name Your Own Price (TM)
topics (OpenAlex): Auction Theory and Applications; Consumer Market Behavior and Pricing; Supply Chain and Inventory Management
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
10. Reduced Inequalities (Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: November 5, 2018

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