Publications d'Darshan Patil

• 

  Darshan Patil

  Domaines de recherche: Apprentissage permanent, Compositionnalité, Apprentissage par instruction

Activité

• Étudiant au doctorat: sept. 2021 - maintenant
• Étudiant à la maitrise: sept. 2020 - sept. 2021

Prépublications

• 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 Track, 2024.
  #DL, #NLP
  

Articles de conférence et de revue

2024

3. 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
   [arXiv]

4. Intelligent Switching for Reset-Free RL
   Darshan Patil, Janarthanan Rajendran, Glen Berseth et Sarath Chandar
   International Conference on Learning Representations (ICLR), 2024.
   #RL
   [openreview], [arXiv]

2023

1. 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
   [jmlr], [arXiv]