Topics of interest

• • Cognitive architecture for robots

• Deep generative models

• Deep learning for robotics

• Probabilistic generative models

• Symbol emergence in Robotics

• Machine learning for service robotics

• Learning complex motor skills and segmentation of time-series information

• Concept formation using multimodal sensor-motor information

• Probabilistic programing and reasoning in robotics

• Human-robot communication and collaboration based on machine learning

• Bayesian modeling for high-level cognitive capabilities

• Application in communicable service robots

• Language understanding by Robots

The topics of the workshop are not limited to above.

Interdisciplinary discussion and collaboration are welcome!!