Publications by Ali Rahimi-Kalahroudi

• 

  Ali Rahimi-Kalahroudi

  Research Areas: Deep Reinforcement Learning, Lifelong Learning

Activity

• Intern: Jan 2024 - now
• Master's Student: Jan 2021 - Dec 2023

Master's thesis

1. Towards Adaptive Deep Model-Based Reinforcement Learning
   by Ali Rahimi-Kalahroudi, with Sarath Chandar as supervisor.
   Université de Montréal ⸺ November 2023.
   [thesis]

Conference and Journal Papers

2024

3. Partial Models for Building Adaptive Model-Based Reinforcement Learning Agents
   Safa Alver, Ali Rahimi-Kalahroudi, and Doina Precup
   Conference on Lifelong Learning Agents (CoLLAs), 2024.
   #RL
   [arXiv]

2023

2. Replay Buffer with Local Forgetting for Adapting to Local Environment Changes in Deep Model-Based Reinforcement Learning
   Ali Rahimi-Kalahroudi, Janarthanan Rajendran, Ida Momennejad, Harm van Seijen, and Sarath Chandar
   Conference on Lifelong Learning Agents (CoLLAs), 2023.
   [Deep Reinforcement Learning Workshop, NeurIPS, 2022]
   #RL
   [pmlr], [arXiv]

2022

1. Towards Evaluating Adaptivity of Model-Based Reinforcement Learning Methods
   Yi Wan*, Ali Rahimi-Kalahroudi*, Janarthanan Rajendran, Ida Momennejad, Sarath Chandar, and Harm van Seijen
   International Conference on Machine Learning (ICML), 2022.
   #RL
   [pmlr], [arXiv], [code]