David Isele
Robotics MSE '14; PhD, CIS '19; Principle Scientist, Honda Research Institute US
Research Groups
Publications
Using task descriptions in lifelong machine Learning for Improved Performance and Zero-Shot Transfer
Publisher Journal of Artificial Intelligence Research (JAIR)
Modeling consecutive task learning with task graph agendas
Publisher International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)
Lifelong Learning for Disturbance Rejection on Mobile Robots
Publisher IEEE International Conference on Intelligent Robots and Systems (IROS)
Using Task Features for Zero-Shot Knowledge Transfer in Lifelong Learning
Publisher International Joint Conference on Artificial Intelligence (IJCAI)
Work in Progress: Lifelong Learning for Disturbance Rejection on Mobile Robots
Publisher International Conference on Autonomous Agents and Multiagent Systems (AAMAS)