Search Results for author: Hyunsuk Baek

Found 2 papers, 0 papers with code

PGPS : Coupling Policy Gradient with Population-based Search

no code implementations1 Jan 2021 Namyong Kim, Hyunsuk Baek, Hayong Shin

Gradient-based policy search algorithms (such as PPO, SAC or TD3) in deep reinforcement learning (DRL) have shown successful results on a range of challenging control tasks.

Policy Gradient Methods

Breaking Moravec's Paradox: Visual-Based Distribution in Smart Fashion Retail

no code implementations10 Jul 2020 Shin Woong Sung, Hyunsuk Baek, Hyeonjun Sim, Eun Hie Kim, Hyunwoo Hwangbo, Young Jae Jang

In this paper, we report an industry-academia collaborative study on the distribution method of fashion products using an artificial intelligence (AI) technique combined with an optimization method.

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