Publications by Darshan Patil
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Darshan Patil
Research Areas: Lifelong learning, Compositionality, Learning from Instruction
Activity
- PhD Student: Sep 2021 - now
- Master's Student: Sep 2020 - Sep 2021
Preprints
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Exploring the Plasticity of Neural Network for NLP Tasks in Continual Learning
Maryam Hashemzadeh, Pranshu Malviya*, Darshan Patil*, and Sarath Chandar
Conference on Lifelong Learning Agents (CoLLAs) Workshop Track, 2024.
#DL, #NLP
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]
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]