Hierarchical reinforcement learning with unlimited option scheduling for sparse rewards in continuous spaces-Reference-Cited by-同舟云学术

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Hierarchical reinforcement learning with unlimited option scheduling for sparse rewards in continuous spaces

Published:2024-03 Issue: Volume:237 Page:121467
ISSN:0957-4174
Container-title:Expert Systems with Applications
language:en
Short-container-title:Expert Systems with Applications

Author:

Huang Zhigang^ORCID,Liu Quan^ORCID,Zhu Fei,Zhang Lihua,Wu Lan^ORCID

Funder

National Natural Science Foundation of China

Priority Academic Program Development of Jiangsu Higher Education Institutions

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference94 articles.

1. Variational option discovery algorithms;Achiam,2018

2. The option-critic architecture;Bacon,2017

3. Bagaria, A., & Konidaris, G. (2020). Option Discovery using Deep Skill Chaining. In International conference on learning representations.

4. Markovian state and action abstractions for MDPs via hierarchical MCTS;Bai,2016

5. Intrinsically motivated learning of hierarchical collections of skills;Barto,2014

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1. Adaptive Skill Selection for Effective Exploration of Action Space;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

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