A Two-Stage Multi-Objective Evolutionary Reinforcement Learning Framework for Continuous Robot Control-Reference-Cited by-同舟云学术

A Two-Stage Multi-Objective Evolutionary Reinforcement Learning Framework for Continuous Robot Control

Published:2023-07-12 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the Genetic and Evolutionary Computation Conference
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Author:

Tran Hai-Long¹^ORCID,Doan Long²^ORCID,Luong Ngoc Hoang³⁴^ORCID,Binh Huynh Thi Thanh¹^ORCID

Affiliation:

1. Hanoi University of Science and Technology, Hanoi, Vietnam

2. George Mason University, Fairfax, Virginia, United States of America

3. University of Information Technology (UIT), VNU-HCM, Ho Chi Minh City, Vietnam

4. Vietnam National University - Ho Chi Minh City (VNU-HCM), Ho Chi Minh City, Vietnam

Funder

Vingroup Innovation Foundation (VINIF)

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3583131.3590441

Reference20 articles.

1. Charles Audet , Jean Bigeon , Dominique Cartier , Sébastien Le Digabel, and Ludovic Salomon . 2021 . Performance indicators in multiobjective optimization. European journal of operational research 292, 2 (2021), 397--422. Charles Audet, Jean Bigeon, Dominique Cartier, Sébastien Le Digabel, and Ludovic Salomon. 2021. Performance indicators in multiobjective optimization. European journal of operational research 292, 2 (2021), 397--422.

2. Proximal Distilled Evolutionary Reinforcement Learning

3. Greg Brockman , Vicki Cheung , Ludwig Pettersson , Jonas Schneider , John Schulman , Jie Tang , and Wojciech Zaremba . 2016. Openai gym. arXiv preprint arXiv:1606.01540 ( 2016 ). Greg Brockman, Vicki Cheung, Ludwig Pettersson, Jonas Schneider, John Schulman, Jie Tang, and Wojciech Zaremba. 2016. Openai gym. arXiv preprint arXiv:1606.01540 (2016).

4. Diqi Chen , Yizhou Wang , and Wen Gao . 2020 . A two-stage multi-objective deep reinforcement learning framework . In ECAI 2020. IOS Press, 1063--1070. Diqi Chen, Yizhou Wang, and Wen Gao. 2020. A two-stage multi-objective deep reinforcement learning framework. In ECAI 2020. IOS Press, 1063--1070.

5. Kalyanmoy Deb , Amrit Pratap , Sameer Agarwal , and TAMT Meyarivan . 2002. A fast and elitist multiobjective genetic algorithm: NSGA-II . IEEE transactions on evolutionary computation 6, 2 ( 2002 ), 182--197. Kalyanmoy Deb, Amrit Pratap, Sameer Agarwal, and TAMT Meyarivan. 2002. A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE transactions on evolutionary computation 6, 2 (2002), 182--197.

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