Publications d'Akilesh Badrinaaraayanan

Activité

• Étudiant à la maitrise: jan. 2020 - juil. 2021

Thèse de maitrise

1. Continuous Coordination As a Realistic Scenario for Lifelong Learning
   par Akilesh Badrinaaraayanan, avec Aaron Courville et Sarath Chandar comme superviseurs.
   Université de Montréal , avril 2021.
   [thesis]

Articles de conférence et de revue

2023

3. Dealing With Non-stationarity in Decentralized Cooperative Multi-Agent Deep Reinforcement Learning via Multi-Timescale Learning
   Hadi Nekoei, Akilesh Badrinaaraayanan, Amit Sinha, Mohammad Amini, Janarthanan Rajendran, Aditya Mahajan et Sarath Chandar
   Conference on Lifelong Learning Agents (CoLLAs), 2023.
   #RL
   [arXiv]

2022

2. PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks
   Mojtaba Faramarzi, Mohammad Amini, Akilesh Badrinaaraayanan, Vikas Verma et Sarath Chandar
   AAAI Conference on Artificial Intelligence (AAAI), 2022.
   #DL
   [arXiv], [code]

2021

1. Continuous Coordination As a Realistic Scenario for Lifelong Learning
   Hadi Nekoei, Akilesh Badrinaaraayanan, Aaron Courville et Sarath Chandar
   International Conference on Machine Learning (ICML), 2021.
   #RL
   [arXiv], [code]