A Visual Analogy Approach to Source Case Retrieval in Robot Learning from Observation

Keith McGreggor , Baris Akgun , Ashok K. Goel , Tesca Fitzgerald
national conference on artificial intelligence

1
2014
2015
Learning Object Affordances by Leveraging the Combination of Human-Guidance and Self-Exploration

Tesca Fitzgerald , Andrea L. Thomaz , Vivian Chu
human robot interaction 221 -228

9
2016
Human-guided Trajectory Adaptation for Tool Transfer

Ashok Goel , Elaine Short , Tesca Fitzgerald , Andrea Thomaz
adaptive agents and multi-agents systems 1350 -1358

2019
Human-Guided Object Mapping for Task Transfer

Tesca Fitzgerald , Ashok Goel , Andrea Thomaz
human robot interaction 7 ( 2) 17

4
2018
Analogy and metareasoning: Cognitive strategies for robot learning

Ashok K. Goel , Tesca Fitzgerald , Priyam Parashar
Academic Press 23 -44

2020
The 2016 Computational Analogy Workshop at ICCBR

Joseph Blass , Tesca Fitzgerald
Ai Magazine 38 ( 4) 91 -92

2017
Skill Demonstration Transfer for Learning from Demonstration

Tesca Fitzgerald , Andrea L. Thomaz
human robot interaction 187 -188

2
2015
Metrics for robot proficiency self-assessment and communication of proficiency in human-robot teams

Adam Norton , Henny Admoni , Jacob Crandall , Tesca Fitzgerald
ACM Transactions on Human-Robot Interaction (THRI) 11 ( 3) 1 -38

2
2022
Modeling and learning constraints for creative tool use

Tesca Fitzgerald , Ashok Goel , Andrea Thomaz
Frontiers in Robotics and AI 8 674292

6
2021
Abstraction in data-sparse task transfer

Tesca Fitzgerald , Ashok Goel , Andrea Thomaz
Artificial Intelligence 300 103551

2
2021
Understanding the relationship between interactions and outcomes in human-in-the-loop machine learning

Yuchen Cui , Pallavi Koppol , Henny Admoni , Scott Niekum
Smpte Journal

11
2021
INQUIRE: INteractive querying for user-aware informative REasoning

Tesca Fitzgerald , Pallavi Koppol , Patrick Callaghan , Russell Quinlan Jun Hei Wong
6th Annual Conference on Robot Learning

10
2022
A similarity-based approach to skill transfer

Tesca Fitzgerald , Ashok Goel , Andrea Thomaz
Women in Robotics Workshop at Robotics: Science and Systems Conference (RSS)

16
2015
Visual case retrieval for interpreting skill demonstrations

Tesca Fitzgerald , Keith McGreggor , Baris Akgun , Andrea Thomaz
Case-Based Reasoning Research and Development: 23rd International Conference, ICCBR 2015, Frankfurt am Main, Germany, September 28-30, 2015. Proceedings 23 119 -133

15
2015
Representing skill demonstrations for adaptation and transfer

Tesca Fitzgerald , Ashok K Goel , Andrea L Thomaz
2014 AAAI fall symposium series

15
2014
Situated mapping for transfer learning

Tesca Fitzgerald , Kalesha Bullard , Andrea Thomaz , Ashok Goel
Fourth annual conference on advances in cognitive systems

14
2016
A case-based approach to imitation learning in robotic agents

Tesca Fitzgerald , Ashok Goel
Intl. Conf. on Case-Based Reasoning Workshop on Case-Based Agents

6
2014