Lina Mezghani

According to our database, Lina Mezghani authored at least 7 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Learning goal-oriented agents with limited supervision. (Apprentissage d'agents multi-tâches sous une supervision minimale).

Lina Mezghani

PhD thesis, 2023

Think Before You Act: Unified Policy for Interleaving Language Reasoning with Actions.

Lina Mezghani, Piotr Bojanowski, Karteek Alahari, Sainbayar Sukhbaatar

CoRR, 2023

2022

Walk the Random Walk: Learning to Discover and Reach Goals Without Supervision.

Lina Mezghani, Sainbayar Sukhbaatar, Piotr Bojanowski, Karteek Alahari

CoRR, 2022

Memory-Augmented Reinforcement Learning for Image-Goal Navigation.

Lina Mezghani, Sainbayar Sukhbaatar, Thibaut Lavril, Oleksandr Maksymets, Dhruv Batra, Piotr Bojanowski, Karteek Alahari

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Learning Goal-Conditioned Policies Offline with Self-Supervised Reward Shaping.

Lina Mezghani, Sainbayar Sukhbaatar, Piotr Bojanowski, Alessandro Lazaric, Karteek Alahari

Proceedings of the Conference on Robot Learning, 2022

2020

Learning to Visually Navigate in Photorealistic Environments Without any Supervision.

Lina Mezghani, Sainbayar Sukhbaatar, Arthur Szlam, Armand Joulin, Piotr Bojanowski

CoRR, 2020

2019

Understanding Image Quality and Trust in Peer-to-Peer Marketplaces.

Xiao Ma, Lina Mezghani, Kimberly Wilber, Hui Hong, Robinson Piramuthu, Mor Naaman, Serge J. Belongie

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019