Touati, Ahmed

21 publications

ICML 2025 Temporal Difference Flows Jesse Farebrother, Matteo Pirotta, Andrea Tirinzoni, Remi Munos, Alessandro Lazaric, Ahmed Touati

ICLRW 2025 Temporal Difference Flows Jesse Farebrother, Matteo Pirotta, Andrea Tirinzoni, Remi Munos, Alessandro Lazaric, Ahmed Touati

ICLR 2025 Zero-Shot Whole-Body Humanoid Control via Behavioral Foundation Models Andrea Tirinzoni, Ahmed Touati, Jesse Farebrother, Mateusz Guzek, Anssi Kanervisto, Yingchen Xu, Alessandro Lazaric, Matteo Pirotta

ICLR 2024 Fast Imitation via Behavior Foundation Models Matteo Pirotta, Andrea Tirinzoni, Ahmed Touati, Alessandro Lazaric, Yann Ollivier

ICLR 2024 Score Models for Offline Goal-Conditioned Reinforcement Learning Harshit Sikchi, Rohan Chitnis, Ahmed Touati, Alborz Geramifard, Amy Zhang, Scott Niekum

ICML 2024 Simple Ingredients for Offline Reinforcement Learning Edoardo Cetin, Andrea Tirinzoni, Matteo Pirotta, Alessandro Lazaric, Yann Ollivier, Ahmed Touati

NeurIPSW 2024 Zero-Shot Whole-Body Humanoid Control via Behavioral Foundation Models Andrea Tirinzoni, Ahmed Touati, Jesse Farebrother, Mateusz Guzek, Anssi Kanervisto, Yingchen Xu, Alessandro Lazaric, Matteo Pirotta

NeurIPS 2023 A State Representation for Diminishing Rewards Ted Moskovitz, Samo Hromadka, Ahmed Touati, Diana Borsa, Maneesh Sahani

ICLR 2023 Does Zero-Shot Reinforcement Learning Exist? Ahmed Touati, Jérémy Rapin, Yann Ollivier

NeurIPSW 2023 Fast Imitation via Behavior Foundation Models Matteo Pirotta, Andrea Tirinzoni, Ahmed Touati, Alessandro Lazaric, Yann Ollivier

NeurIPSW 2023 Score-Models for Offline Goal-Conditioned Reinforcement Learning Harshit Sikchi, Rohan Chitnis, Ahmed Touati, Alborz Geramifard, Amy Zhang, Scott Niekum

NeurIPSW 2022 Does Zero-Shot Reinforcement Learning Exist? Ahmed Touati, Jérémy Rapin, Yann Ollivier

NeurIPS 2022 Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees Andrea Tirinzoni, Matteo Papini, Ahmed Touati, Alessandro Lazaric, Matteo Pirotta

NeurIPS 2021 Learning One Representation to Optimize All Rewards Ahmed Touati, Yann Ollivier

IJCAI 2020 SVRG for Policy Evaluation with Fewer Gradient Evaluations Zilun Peng, Ahmed Touati, Pascal Vincent, Doina Precup

UAI 2020 Stable Policy Optimization via Off-Policy Divergence Regularization Ahmed Touati, Amy Zhang, Joelle Pineau, Pascal Vincent

AISTATS 2020 Stochastic Neural Network with Kronecker Flow Chin-Wei Huang, Ahmed Touati, Pascal Vincent, Gintare Karolina Dziugaite, Alexandre Lacoste, Aaron Courville

ICLR 2019 Modeling the Long Term Future in Model-Based Reinforcement Learning Nan Rosemary Ke, Amanpreet Singh, Ahmed Touati, Anirudh Goyal, Yoshua Bengio, Devi Parikh, Dhruv Batra

UAI 2019 Randomized Value Functions via Multiplicative Normalizing Flows Ahmed Touati, Harsh Satija, Joshua Romoff, Joelle Pineau, Pascal Vincent

ICML 2019 Separating Value Functions Across Time-Scales Joshua Romoff, Peter Henderson, Ahmed Touati, Emma Brunskill, Joelle Pineau, Yann Ollivier

ICML 2018 Convergent Tree Backup and Retrace with Function Approximation Ahmed Touati, Pierre-Luc Bacon, Doina Precup, Pascal Vincent