Wei-Di Chang

According to our database, Wei-Di Chang authored at least 9 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Imitation Learning from Observation through Optimal Transport.

Wei-Di Chang, Scott Fujimoto, David Meger, Gregory Dudek

RLJ, 2024

2023

Generalizable Imitation Learning Through Pre-Trained Representations.

Wei-Di Chang, Francois Robert Hogan, David Meger, Gregory Dudek

CoRR, 2023

For SALE: State-Action Representation Learning for Deep Reinforcement Learning.

Scott Fujimoto, Wei-Di Chang, Edward J. Smith, Shixiang Gu, Doina Precup, David Meger

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Self-Supervised Transformer Architecture for Change Detection in Radio Access Networks.

Igor Kozlov, Dmitriy Rivkin, Wei-Di Chang, Di Wu, Xue Liu, Gregory Dudek

Proceedings of the IEEE International Conference on Communications, 2023

2022

IL-flOw: Imitation Learning from Observation using Normalizing Flows.

Wei-Di Chang, Juan Camilo Gamboa Higuera, Scott Fujimoto, David Meger, Gregory Dudek

CoRR, 2022

2020

One-Shot Informed Robotic Visual Search in the Wild.

Karim Koreitem, Florian Shkurti, Travis Manderson, Wei-Di Chang, Juan Camilo Gamboa Higuera, Gregory Dudek

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

2018

OptionGAN: Learning Joint Reward-Policy Options Using Generative Adversarial Inverse Reinforcement Learning.

Peter Henderson, Wei-Di Chang, Pierre-Luc Bacon, David Meger, Joelle Pineau, Doina Precup

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Benchmark Environments for Multitask Learning in Continuous Domains.

Peter Henderson, Wei-Di Chang, Florian Shkurti, Johanna Hansen, David Meger, Gregory Dudek

CoRR, 2017

Underwater multi-robot convoying using visual tracking by detection.

Florian Shkurti, Wei-Di Chang, Peter Henderson, Md Jahidul Islam, Juan Camilo Gamboa Higuera, Jimmy Li, Travis Manderson, Anqi Xu, Gregory Dudek, Junaed Sattar

Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017