Publications by Darshan Patil
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Darshan Patil
Research Areas: Lifelong learning, Reinforcement Learning, Optimization
(Fast Tracked from Masters)
Activity
- PhD Student: Oct 2021 - now
Conference and Journal Papers
2024
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Toward Debugging Deep Reinforcement Learning Programs with RLExplorer
Rached Bouchoucha, Ahmed Haj Yahmed, Darshan Patil, Janarthanan Rajendran, Amin Nikanjam, Sarath Chandar, and Foutse Khomh
International Conference on Software Maintenance and Evolution (ICSME), 2024.
#RL
[arXiv] -
Intelligent Switching for Reset-Free RL
Darshan Patil, Janarthanan Rajendran, Glen Berseth, and Sarath Chandar
International Conference on Learning Representations (ICLR), 2024.
#RL
[openreview], [arXiv], [code]
2023
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An Empirical Investigation of the Role of Pre-training in Lifelong Learning
Sanket Vaibhav Mehta, Darshan Patil, Sarath Chandar, and Emma Strubell
Journal of Machine Learning Research, 2023.
#DL
[jmlr], [arXiv]