2 code implementations • 1 Jun 2023 • Albert Bou, Matteo Bettini, Sebastian Dittert, Vikash Kumar, Shagun Sodhani, Xiaomeng Yang, Gianni de Fabritiis, Vincent Moens
PyTorch has ascended as a premier machine learning framework, yet it lacks a native and comprehensive library for decision and control tasks suitable for large development teams dealing with complex real-world data and environments.
no code implementations • 29 Sep 2021 • Albert Bou, Sebastian Dittert, Gianni de Fabritiis
Abstract: Deep reinforcement learning (RL) has proved successful at solving challenging environments but often requires long training times and very many samples.
1 code implementation • 6 Jul 2020 • Albert Bou, Sebastian Dittert, Gianni de Fabritiis
In this work, we explore design choices to allow agent composability both at a local and distributed level of execution.