Trevor Ablett

Trevor Ablett

University of Toronto

H-index: 4

North America-Canada

About Trevor Ablett

Trevor Ablett, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at University of Toronto, specializes in the field of Autonomous Robotics, Imitation Learning, Reinforcement Learning, Manipulation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Working Backwards: Learning to Place by Picking

Learning from guided play: Improving exploration for adversarial imitation learning with simple auxiliary tasks

Learning Sequential Latent Variable Models from Multimodal Time Series Data

Learning from Guided Play: A Scheduled Hierarchical Approach for Improving Exploration in Adversarial Imitation Learning

Seeing All the Angles: Learning Multiview Manipulation Policies for Contact-Rich Tasks from Demonstrations

Method of calibrating a mobile manipulator

Fighting failures with fire: Failure identification to reduce expert burden in intervention-based learning

Trevor Ablett Information

University

Position

PhD Candidate, University of Toronto Institute for Aerospace Studies

Citations(all)

49

Citations(since 2020)

47

Cited By

15

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

2

i10Index(since 2020)

1

Email

University Profile Page

Google Scholar

Trevor Ablett Skills & Research Interests

Autonomous Robotics

Imitation Learning

Reinforcement Learning

Manipulation

Top articles of Trevor Ablett

Working Backwards: Learning to Place by Picking

arXiv preprint arXiv:2312.02352

2023/12/4

Learning from guided play: Improving exploration for adversarial imitation learning with simple auxiliary tasks

IEEE Robotics and Automation Letters

2023/1/13

Learning Sequential Latent Variable Models from Multimodal Time Series Data

2022/6/13

Learning from Guided Play: A Scheduled Hierarchical Approach for Improving Exploration in Adversarial Imitation Learning

arXiv preprint arXiv:2112.08932

2021/12/16

Seeing All the Angles: Learning Multiview Manipulation Policies for Contact-Rich Tasks from Demonstrations

2021/4/28

Trevor Ablett
Trevor Ablett

H-Index: 2

Jonathan Kelly
Jonathan Kelly

H-Index: 18

Method of calibrating a mobile manipulator

2020/12/24

Fighting failures with fire: Failure identification to reduce expert burden in intervention-based learning

arXiv preprint arXiv:2007.00245

2020/7/1

See List of Professors in Trevor Ablett University(University of Toronto)

Co-Authors

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