Publications d'Ali Rahimi-Kalahroudi

• 

  Ali Rahimi-Kalahroudi

  Domaines de recherche: Apprentissage profond par renforcement, Apprentissage permanent

Activité

• Stagiaire: jan. 2024 - maintenant
• Étudiant à la maitrise: jan. 2021 - déc. 2023

Thèse de maitrise

1. Towards Adaptive Deep Model-Based Reinforcement Learning
   par Ali Rahimi-Kalahroudi, avec Sarath Chandar comme superviseur.
   Université de Montréal ⸺ novembre 2023.
   [thesis]

Articles de conférence et de revue

2024

3. Partial Models for Building Adaptive Model-Based Reinforcement Learning Agents
   Safa Alver, Ali Rahimi-Kalahroudi et 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 et 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 et Harm van Seijen
   International Conference on Machine Learning (ICML), 2022.
   #RL
   [pmlr], [arXiv], [code]