Utilizing Evolution Strategies to Train Transformers in Reinforcement Learning

23 January 2025

Papers citing "Utilizing Evolution Strategies to Train Transformers in Reinforcement Learning"

11 / 11 papers shown

Title
Utilizing Novelty-based Evolution Strategies to Train Transformers in Reinforcement Learning Matyáš Lorenc OffRL 125 0 0 10 Feb 2025
Offline Reinforcement Learning as One Big Sequence Modeling Problem Michael Janner Qiyang Li Sergey Levine OffRL 178 688 0 03 Jun 2021
Decision Transformer: Reinforcement Learning via Sequence Modeling Lili Chen Kevin Lu Aravind Rajeswaran Kimin Lee Aditya Grover Michael Laskin Pieter Abbeel A. Srinivas Igor Mordatch OffRL 194 1,667 0 02 Jun 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 738 41,796 0 22 Oct 2020
Efficacy of Modern Neuro-Evolutionary Strategies for Continuous Control Optimization Paolo Pagliuca Nicola Milano S. Nolfi 80 31 0 11 Dec 2019
First-order and second-order variants of the gradient descent in a unified framework Thomas Pierrot Nicolas Perrin Olivier Sigaud ODL 69 7 0 18 Oct 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor Tuomas Haarnoja Aurick Zhou Pieter Abbeel Sergey Levine 330 8,455 0 04 Jan 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 942 133,201 0 12 Jun 2017
Evolution Strategies as a Scalable Alternative to Reinforcement Learning Tim Salimans Jonathan Ho Xi Chen Szymon Sidor Ilya Sutskever 165 1,545 0 10 Mar 2017
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 507 9,085 0 10 Jun 2016
The Arcade Learning Environment: An Evaluation Platform for General Agents Marc G. Bellemare Yavar Naddaf J. Veness Michael Bowling 124 3,025 0 19 Jul 2012