Sean Sedwards

Sean Sedwards

University of Waterloo

H-index: 24

North America-Canada

About Sean Sedwards

Sean Sedwards, With an exceptional h-index of 24 and a recent h-index of 19 (since 2020), a distinguished researcher at University of Waterloo,

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

Uniformly constrained reinforcement learning

SOAP: Cross-sensor Domain Adaptation for 3D Object Detection Using Stationary Object Aggregation Pseudo-labelling

A Hierarchical Pedestrian Behavior Model to Generate Realistic Human Behavior in Traffic Simulation

Recursive constraints to prevent instability in constrained reinforcement learning

A rule-based behaviour planner for autonomous driving

Non-divergent Imitation for Verification of Complex Learned Controllers

Falsification of hybrid systems using adaptive probabilistic search

Transfer Reinforcement Learning for Autonomous Driving: From WiseMove to WiseSim

Sean Sedwards Information

University

Position

___

Citations(all)

1721

Citations(since 2020)

852

Cited By

1201

hIndex(all)

24

hIndex(since 2020)

19

i10Index(all)

42

i10Index(since 2020)

27

Email

University Profile Page

University of Waterloo

Google Scholar

View Google Scholar Profile

Top articles of Sean Sedwards

Title

Journal

Author(s)

Publication Date

Uniformly constrained reinforcement learning

Autonomous Agents and Multi-Agent Systems

Jaeyoung Lee

Sean Sedwards

Krzysztof Czarnecki

2024/6

SOAP: Cross-sensor Domain Adaptation for 3D Object Detection Using Stationary Object Aggregation Pseudo-labelling

Chengjie Huang

Vahdat Abdelzad

Sean Sedwards

Krzysztof Czarnecki

2024

A Hierarchical Pedestrian Behavior Model to Generate Realistic Human Behavior in Traffic Simulation

Scott Larter

Rodrigo Queiroz

Sean Sedwards

Atrisha Sarkar

Krzysztof Czarnecki

2022/6/4

Recursive constraints to prevent instability in constrained reinforcement learning

arXiv preprint arXiv:2201.07958

Jaeyoung Lee

Sean Sedwards

Krzysztof Czarnecki

2022/1/20

A rule-based behaviour planner for autonomous driving

Frédéric Bouchard

Sean Sedwards

Krzysztof Czarnecki

2022/9/26

Non-divergent Imitation for Verification of Complex Learned Controllers

Vahdat Abdelzad

Jaeyoung Lee

Sean Sedwards

Soheil Soltani

Krzysztof Czarnecki

2021/7/18

Falsification of hybrid systems using adaptive probabilistic search

ACM Transactions on Modeling and Computer Simulation (TOMACS)

Gidon Ernst

Sean Sedwards

Zhenya Zhang

Ichiro Hasuo

2021/7/18

Transfer Reinforcement Learning for Autonomous Driving: From WiseMove to WiseSim

ACM Transactions on Modeling and Computer Simulation (TOMACS)

Aravind Balakrishnan

Jaeyoung Lee

Ashish Gaurav

Krzysztof Czarnecki

Sean Sedwards

2021/7/18

An efficient statistical model checker for nondeterminism and rare events

International Journal on Software Tools for Technology Transfer

Carlos E Budde

Pedro R D’Argenio

Arnd Hartmanns

Sean Sedwards

2020/12

Accelerating the Training of Convolutional Neural Networks for Image Segmentation with Deep Active Learning

Krzysztof Czarnecki Weitao Chen

Rick Salay

Sean Sedwards

Vahdat Abdelzad

2020/9

Improved policy extraction via online Q-value distillation

Aman Jhunjhunwala

Jaeyoung Lee

Sean Sedwards

Vahdat Abdelzad

Krzysztof Czarnecki

2020/7/19

Simple Continual Learning Strategies for Safer Classifers.

Ashish Gaurav

Vahdat Abdelzad

Sachin Vernekar

Krzysztof Czarnecki

Jaeyoung Lee

...

2020

PURSS: Towards Perceptual Uncertainty Aware Responsibility Sensitive Safety with ML.

Rick Salay

Krzysztof Czarnecki

Maria Soledad Elli

Ignacio J Alvarez

Sean Sedwards

...

2020

See List of Professors in Sean Sedwards University(University of Waterloo)