Understanding Image Quality and Trust in Peer-to-Peer Marketplaces. - Xiao Ma 010; Lina Mezghani; Kimberly Wilber; Hui Hong; Robinson Piramuthu; Mor Naaman; Serge J. Belongie (WACV, 2019)

Learning to Visually Navigate in Photorealistic Environments Without any Supervision. - Lina Mezghani; Sainbayar Sukhbaatar; Arthur Szlam; Armand Joulin; Piotr Bojanowski (CoRR, 2020)

Learning Goal-Conditioned Policies Offline with Self-Supervised Reward Shaping. - Lina Mezghani; Sainbayar Sukhbaatar; Piotr Bojanowski; Alessandro Lazaric; Karteek Alahari (CoRL, 2022)

Memory-Augmented Reinforcement Learning for Image-Goal Navigation. - Lina Mezghani; Sainbayar Sukhbaatar; Thibaut Lavril; Oleksandr Maksymets; Dhruv Batra; Piotr Bojanowski; Karteek Alahari (IROS, 2022)

Walk the Random Walk: Learning to Discover and Reach Goals Without Supervision. - Lina Mezghani; Sainbayar Sukhbaatar; Piotr Bojanowski; Karteek Alahari (CoRR, 2022)

Think Before You Act: Unified Policy for Interleaving Language Reasoning with Actions. - Lina Mezghani; Piotr Bojanowski; Karteek Alahari; Sainbayar Sukhbaatar (CoRR, 2023)

Learning goal-oriented agents with limited supervision. (Apprentissage d'agents multi-tâches sous une supervision minimale). - Lina Mezghani (2023)