evosax: JAX-Based Evolution Strategies

Author:

Lange Robert Tjarko1ORCID

Affiliation:

1. Technical Univ. Berlin, Berlin, Germany

Funder

Germany?s Excellence Strategy - EXC 2002/1 ?Science of Intelligence?

Publisher

ACM

Reference44 articles.

1. Anne Auger and Nikolaus Hansen . 2005. A restart CMA evolution strategy with increasing population size. In 2005 IEEE congress on evolutionary computation , Vol. 2 . IEEE , 1769--1776. Anne Auger and Nikolaus Hansen. 2005. A restart CMA evolution strategy with increasing population size. In 2005 IEEE congress on evolutionary computation, Vol. 2. IEEE, 1769--1776.

2. Simplify Your Covariance Matrix Adaptation Evolution Strategy

3. Clément Bonnet , Donal Byrne , Victor Le , Laurence Midgley , Daniel Luo , Cemlyn Waters , Sasha Abramowitz , Edan Toledo , Cyprien Courtot , Matthew Morris , Daniel Furelos-Blanco , Nathan Grinsztajn , Thomas D. Barrett , and Alexandre Laterre . 2022 . Jumanji: Industry-Driven Hardware-Accelerated RL Environments. (2022). https://github.com/instadeepai/jumanji Clément Bonnet, Donal Byrne, Victor Le, Laurence Midgley, Daniel Luo, Cemlyn Waters, Sasha Abramowitz, Edan Toledo, Cyprien Courtot, Matthew Morris, Daniel Furelos-Blanco, Nathan Grinsztajn, Thomas D. Barrett, and Alexandre Laterre. 2022. Jumanji: Industry-Driven Hardware-Accelerated RL Environments. (2022). https://github.com/instadeepai/jumanji

4. Peter AN Bosman , Jörn Grahl , and Dirk Thierens . 2013. Benchmarking parameter-free AMaLGaM on functions with and without noise. Evolutionary computation 21, 3 ( 2013 ), 445--469. Peter AN Bosman, Jörn Grahl, and Dirk Thierens. 2013. Benchmarking parameter-free AMaLGaM on functions with and without noise. Evolutionary computation 21, 3 (2013), 445--469.

5. James Bradbury , Roy Frostig , Peter Hawkins , Matthew James Johnson , Chris Leary, Dougal Maclaurin, George Necula, Adam Paszke, Jake VanderPlas, Skye Wanderman-Milne, and Qiao Zhang. 2018 . JAX: composable transformations of Python +NumPy programs. (2018). http://github.com/google/jax James Bradbury, Roy Frostig, Peter Hawkins, Matthew James Johnson, Chris Leary, Dougal Maclaurin, George Necula, Adam Paszke, Jake VanderPlas, Skye Wanderman-Milne, and Qiao Zhang. 2018. JAX: composable transformations of Python+NumPy programs. (2018). http://github.com/google/jax

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Tensorized Ant Colony Optimization for GPU Acceleration;Proceedings of the Genetic and Evolutionary Computation Conference Companion;2024-07-14

2. GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA;Proceedings of the Genetic and Evolutionary Computation Conference;2024-07-14

3. Tensorized NeuroEvolution of Augmenting Topologies for GPU Acceleration;Proceedings of the Genetic and Evolutionary Computation Conference;2024-07-14

4. Quality with Just Enough Diversity in Evolutionary Policy Search;Proceedings of the Genetic and Evolutionary Computation Conference;2024-07-14

5. Amorphous Fortress: Exploring Emergent Behavior and Complexity in Multi-Agent 0-Player Games;2024 IEEE Congress on Evolutionary Computation (CEC);2024-06-30

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3