Publications d'Darshan Patil
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Darshan Patil
Domaines de recherche: Apprentissage permanent, Compositionnalité, Apprentissage par instruction
Activité
- Étudiant au doctorat: sept. 2022 - maintenant
- Étudiant à la maitrise: sept. 2021 - sept. 2022
Prépublications
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Exploring the Plasticity of Neural Network for NLP Tasks in Continual Learning
Maryam Hashemzadeh, Pranshu Malviya*, Darshan Patil* et Sarath Chandar
Conference on Lifelong Learning Agents (CoLLAs) workshop, 2024.
#DL, #NLP
Articles de conférence et de revue
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 et Foutse Khomh
International Conference on Software Maintenance and Evolution (ICSME), 2024.
#RL
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Intelligent Switching for Reset-Free RL
Darshan Patil, Janarthanan Rajendran, Glen Berseth et Sarath Chandar
International Conference on Learning Representations (ICLR), 2024.
#RL
[openreview]
2023
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An Empirical Investigation of the Role of Pre-training in Lifelong Learning
Sanket Vaibhav Mehta, Darshan Patil, Sarath Chandar et Emma Strubell
Journal of Machine Learning Research, 2023.
#DL
[arXiv]