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Akash Agrawal
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Year
A Multi-Agent Reinforcement Learning Framework for Intelligent Manufacturing with Autonomous Mobile Robots
A Agrawal, SJ Won, T Sharma, M Deshpande, C McComb
Proceedings of the Design Society 1, 161-170, 2021
152021
Topic Modeling and Sentiment Analysis of Social Media Data to Drive Experiential Redesign
B Song, E Meinzer, A Agrawal, C McComb
International Design Engineering Technical Conferences and Computers and …, 2020
72020
Reinforcement Learning for Efficient Design Space Exploration With Variable Fidelity Analysis Models
A Agrawal, C McComb
Journal of Computing and Information Science in Engineering 23 (4), 041004, 2023
52023
Comparing Strategies for Visualizing the High-Dimensional Exploration Behavior of CPS Design Agents
A Agrawal, C McComb
IEEE Workshop on Design Automation for CPS and IoT (DESTION), 2022
42022
High velocity wind-driven rain louver
VA PATIL, AR Agrawal, A Jagatheesan, JS Rockhold, PG Patil, ...
US Patent App. 17/112,733, 2021
32021
Universal adapter assembly for valve actuator
M Awasthi, KD Sahu, AR Agrawal
US Patent 10,962,137, 2021
12021
Symmetry Heuristics for Stable Reinforcement Learning Design Agents
A Agrawal, C McComb
Design Computing and Cognition’24, 2024
2024
To Centralize or Decentralize? Examining Cyber-Physical Control on the Manufacturing Shop Floor
A Agrawal, SJ Won, T Sharma, M Deshpande, C McComb
Engineering Archive, 2024
2024
Thermoelectric heat exchanger for an hvac system
A Mishra, T Ranjan, A Agrawal, S Kannan
US Patent App. 18/095,415, 2023
2023
Towards computationally efficient reinforcement learning frameworks for the design of cyber-physical systems
A Agrawal
2021
Universal adapter assembly for valve actuator
M Awasthi, KD Sahu, AR Agrawal
US Patent App. 16/036,640, 2019
2019
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