Publications by Akilesh Badrinaaraayanan

Activity

• Master's Student: Feb 2020 - Aug 2021

Master's theses

1. Continuous Coordination As a Realistic Scenario for Lifelong Learning
   by Akilesh Badrinaaraayanan, with Aaron Courville and Sarath Chandar as supervisors.
   Université de Montréal ⸺ May 2021.
   [thesis]

Conference and Journal Papers

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, and Sarath Chandar
   Conference on Lifelong Learning Agents (CoLLAs), 2023.
   #RL
   [pmlr], [arXiv]

2022

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

2021

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