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[Dec 1, 2024] Research Visit at VinUniversity
I'm happy to share that I will be doing research visit in VinUniversity, Vietnam.
[Nov 13, 2024] Talk: Dynamic Prior Preference Learning for Scalable, Robust Deep Active Inference
I'm happy to share my talk at the 4th Active Inference Symposium. The talk is about Dynamic Prior Preference Learning for Scalable, Robust Deep Active Inference. n this talk, we specifically analyze this issue and discuss a potential resolution for scaling the instrumental signal inherent to AIF by introducing the “contrastive recurrent state prior preference” (CRSPP) model learning framework. This methodology frames AIF agents in terms of progressively constructing and adapting a prior preference at each time step, facilitating the dynamic emission of a useful, dense instrumental signal.
[Oct 1, 2024] Research Visit at University College Dublin
I'm happy to share that I will be doing research visit in University College Dublin, Ireland.
[Aug 21, 2024] New Research Up on ArXiv
I'm happy to share that our work is now available on ArXiv! This research presents a novel active inference (AIF) framework designed to solve sparse-reward, image-based reinforcement learning (RL) tasks. We demonstrate that our agent outperforms state-of-the-art RL and AIF baselines.
Zhizhuo Yang
,Christopher L. Buckley
,Alexander Ororbia
[Jun 9, 2024] Machine Learning Intern
Congratulation Viet Dung Nguyen on starting new intern position at Petanux GmbH.
[Jun 7, 2024] Best Paper Award
Congratulation Viet Dung Nguyen and his team on his best paper award at ETRA 2024.
[Jan 17, 2024] Paper Accepted to ETRA 24
Congratulation Viet Dung Nguyen and his team on their paper accepted to ETRA 2024. Project funded by: US National Science Foundation and Meta Reality Labs.
Reynold Bailey
,Gabriel J. Diaz
,Chengyi Ma
,Alexander Fix
,Alexander Ororbia
[Oct 10, 2023] Seed Grant Accepted
Congratulation Viet Dung Nguyen on securing grant proposal in multimodal. Title: 'Deep Multimodal Active Inference for Robotic Arm Control.' Funding: $1,080
[April 15, 2023] Physics Olympiad
Congratulation Viet Dung Nguyen and his team on achieving Second College Physics Olympiad at RIT 2023
[Mar 26, 2023] Paper Accepted to AAAI 23
Congratulation Viet Dung Nguyen on paper accepted to AAAI 23.
Quan H. Nguyen
,Richard G. Freedman