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Can I read 2020 Eighth International Symposium on Computing and Networking Workshops (CANDARW) on EtoBox?
2020 Eighth International Symposium on Computing and Networking Workshops (CANDARW) by Kuyoshi, Daiki (author);Imade, Kuniyasu (author);Yamane, Satoshi (author) is a nonfiction available to read on EtoBox.
What is 2020 Eighth International Symposium on Computing and Networking Workshops (CANDARW) about?
Reinforcement learning is difficult in sparse environments where rewards are not easy to obtain, such as large scale real space. In recent years, methods to promote exploration by generating intrinsic rewards based on curiosity in such environments have received much attention. However, in large state spaces, efficiency is a problem. In this paper, we propose a DQN-based algorithm that takes into account both episodic memory and intrinsic rewards during making decision in order to improve the efficiency of exploration. We evaluate this method through some tasks.
Who reads 2020 Eighth International Symposium on Computing and Networking Workshops (CANDARW)?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Kuyoshi, Daiki (author);Imade, Kuniyasu (author);Yamane, Satoshi (author)
- Publisher
- IEEE
- Published
- 2020
- Language
- EN
- Category
- nonfiction
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