ST-RAP: A Spatio-Temporal Framework for Real Estate Appraisal

1 code implementation • 21 Aug 2023 • Hojoon Lee, Hawon Jeong, Byungkun Lee, Kyungyup Lee, Jaegul Choo

In this paper, we introduce ST-RAP, a novel Spatio-Temporal framework for Real estate APpraisal.

On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning

1 code implementation • 9 Jun 2023 • Hojoon Lee, Koanho Lee, Dongyoon Hwang, Hyunho Lee, Byungkun Lee, Jaegul Choo

To address this issue, we propose a novel URL framework that causally predicts future states while increasing the dimension of the latent manifold by decorrelating the features in the latent space.

Reinforcement Learning (RL) Representation Learning

DraftRec: Personalized Draft Recommendation for Winning in Multi-Player Online Battle Arena Games

1 code implementation • 27 Apr 2022 • Hojoon Lee, Dongyoon Hwang, Hyunseung Kim, Byungkun Lee, Jaegul Choo

To alleviate this problem, we propose DraftRec, a novel hierarchical model which recommends characters by considering each player's champion preferences and the interaction between the players.