2 papers
cs.AI2018
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…
cs.AI2018
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…