30 citations
- Japan Society for the Promotion of ScienceJP2 papers
- Keio UniversityJP2 papers
- Tokyo Denki UniversityJP2 papers
- National Taiwan University of Science and TechnologyTW1 paper
- National University of TainanTW1 paper
- National Yang Ming Chiao Tung UniversityTW1 paper
- Tokyo Metropolitan UniversityJP1 paper
- University of California San DiegoUS1 paper
4 papers
Guaranteed satisficing and finite regret: Analysis of a cognitive satisficing value function
Akihiro Tamatsukuri, Tatsuji Takahashi
As reinforcement learning algorithms are being applied to increasingly complicated and realistic tasks, it is becoming increasingly difficult to solve such problems within a practi…
Autonomous Self-Explanation of Behavior for Interactive Reinforcement Learning Agents
Yosuke Fukuchi, Masahiko Osawa, Hiroshi Yamakawa +1
In cooperation, the workers must know how co-workers behave. However, an agent's policy, which is embedded in a statistical machine learning model, is hard to understand, and requi…
Bayesian Inference of Self-intention Attributed by Observer
Yosuke Fukuchi, Masahiko Osawa, Hiroshi Yamakawa +2
Most of agents that learn policy for tasks with reinforcement learning (RL) lack the ability to communicate with people, which makes human-agent collaboration challenging. We belie…
Human and Smart Machine Co-Learning with Brain Computer Interface
Chang-Shing Lee, Mei-Hui Wang, Li-Wei Ko +5
Machine learning has become a very popular approach for cybernetics systems, and it has always been considered important research in the Computational Intelligence area. Neverthele…