Effective Reinforcement Learning through Evolutionary Surrogate-Assisted
Prescription

Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription

13 February 2020

Olivier Francon

Santiago Gonzalez

Elliot Meyerson

Risto Miikkulainen

Papers citing "Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription"

9 / 9 papers shown

Title
Unlocking the Potential of Global Human Expertise Elliot Meyerson Olivier Francon Darren Sargent B. Hodjat Risto Miikkulainen 47 45 0 31 Oct 2024
Discovering Effective Policies for Land-Use Planning with Neuroevolution Risto Miikkulainen Olivier Francon Daniel Young Elliot Meyerson Clemens Schwingshackl Jacob Bieker Hugo Cunha B. Hodjat 27 0 0 21 Nov 2023
Enabling surrogate-assisted evolutionary reinforcement learning via policy embedding Lan Tang Xiaxi Li Jinyuan Zhang Guiying Li Peng Yang Ke Tang 18 0 0 31 Jan 2023
EVOTER: Evolution of Transparent Explainable Rule-sets H. Shahrzad B. Hodjat Risto Miikkulainen 13 4 0 21 Apr 2022
Simple Genetic Operators are Universal Approximators of Probability Distributions (and other Advantages of Expressive Encodings) Elliot Meyerson Xin Qiu Risto Miikkulainen 27 4 0 19 Feb 2022
A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning Yuxing Wang Tiantian Zhang Yongzhe Chang Bin Liang Xueqian Wang Bo Yuan 21 15 0 01 Jan 2022
From Prediction to Prescription: Evolutionary Optimization of Non-Pharmaceutical Interventions in the COVID-19 Pandemic Risto Miikkulainen Olivier Francon Elliot Meyerson Xin Qiu Elisa Canzani B. Hodjat 13 3 0 28 May 2020
Creative AI Through Evolutionary Computation Risto Miikkulainen 16 18 0 12 Jan 2019
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