Jin's Study Log

Paper Review & Environment Setting & ML/DL Theory Study
카테고리를 통해 비슷한 주제의 글들을 모아볼 수 있습니다.

Multi-objective latent space optimization of generative molecular design models

Pareto ranking 기반 weighted retraining을 통한 multi-objective generative molecular design 논문 리뷰

25 min read · February 07, 2025

2025 · VAE Multi-Objective Optimization Reinforcement Learning Pareto Optimization · Paper Review
Proximal Policy Optimization

Proximal Policy Optimization의 기본 개념과 clipped surrogate objective

9 min read · August 03, 2024

2024 · Reinforcement Learning PPO · ML/DL Theory
Actor-Critic: A2C

Actor-Critic: A2C의 기본 개념과 학습 과정

11 min read · July 27, 2024

2024 · Reinforcement Learning A2C · ML/DL Theory
Deep Q-Network

Deep Q-Network의 기본 개념과 학습 과정

10 min read · July 20, 2024

2024 · Reinforcement Learning DQN · ML/DL Theory
REINFORCE Algorithm

REINFORCE algorithm과 REINFORCE with baseline 정리

13 min read · July 13, 2024

2024 · Reinforcement Learning Reinforce · ML/DL Theory