Deterministic Implementations for Reproducibility in Deep Reinforcement Learning

15 September 2018

Papers citing "Deterministic Implementations for Reproducibility in Deep Reinforcement Learning"

13 / 13 papers shown

Title
Studying the Impact of TensorFlow and PyTorch Bindings on Machine Learning Software Quality Hao Li Gopi Krishnan Rajbahadur C. Bezemer 39 5 0 07 Jul 2024
Reproducibility in Machine Learning-based Research: Overview, Barriers and Drivers Harald Semmelrock Tony Ross-Hellauer Simone Kopeinik Dieter Theiler Armin Haberl Stefan Thalmann Dominik Kowald 65 6 0 20 Jun 2024
Reproducibility in Machine Learning-Driven Research Harald Semmelrock Simone Kopeinik Dieter Theiler Tony Ross-Hellauer Dominik Kowald AI4CE 14 15 0 19 Jul 2023
EasyScale: Accuracy-consistent Elastic Training for Deep Learning Mingzhen Li Wencong Xiao Biao Sun Hanyu Zhao Hailong Yang ... Xianyan Jia Yi Liu Yong Li Wei Lin D. Qian 22 7 0 30 Aug 2022
Deep Reinforcement Learning at the Edge of the Statistical Precipice Rishabh Agarwal Max Schwarzer Pablo Samuel Castro Aaron Courville Marc G. Bellemare OffRL 59 637 0 30 Aug 2021
Generalization Guarantees for Neural Architecture Search with Train-Validation Split Samet Oymak Mingchen Li Mahdi Soltanolkotabi AI4CE OOD 36 13 0 29 Apr 2021
mlf-core: a framework for deterministic machine learning Lukas Heumos Philipp Ehmele Luis Kuhn Cuellar Kevin Menden Edmund Miller Steffen Lemke G. Gabernet S. Nahnsen AI4CE 18 3 0 15 Apr 2021
A Study of Checkpointing in Large Scale Training of Deep Neural Networks Elvis Rojas A. Kahira Esteban Meneses L. Bautista-Gomez Rosa M. Badia 29 22 0 01 Dec 2020
Anti-Distillation: Improving reproducibility of deep networks G. Shamir Lorenzo Coviello 42 20 0 19 Oct 2020
The Scientific Method in the Science of Machine Learning Jessica Zosa Forde Michela Paganini 24 35 0 24 Apr 2019
Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon Yoshua Bengio Andrea Lodi Antoine Prouvost 86 1,353 0 15 Nov 2018
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 32 550 0 12 Oct 2018
Emergence of Locomotion Behaviours in Rich Environments N. Heess TB Dhruva S. Sriram Jay Lemmon J. Merel ... Tom Erez Ziyun Wang S. M. Ali Eslami Martin Riedmiller David Silver 143 928 0 07 Jul 2017