Publications by Darshan Patil

• 

  Darshan Patil

  Research Areas: Lifelong learning, Compositionality, Learning from Instruction

Activity

• PhD Student: Sep 2022 - now
• Master's Student: Sep 2021 - Sep 2022

Preprints

• 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, 2024.
  #DL, #NLP
  

Conference and Journal Papers

2024

3. 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
   

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

2023

1. 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
   [arXiv]