Rebeauty Atlas는 무엇인가요?

Rebeauty Atlas는 AI·디자인·마케팅·경제·의료 등 다양한 주제의 Medium 아티클을 수집해 태그·트랙·위키·인사이트로 탐색할 수 있게 정리한 리서치 아카이브입니다.

글은 어떻게 모이나요?

Rebeauty Atlas는 Medium에 공개된 아티클을 자동 수집해 AI·디자인·마케팅·경제·의료 등 주제별 태그·트랙·위키로 정리하는 리서치 아카이브입니다.

사이트는 어떤 섹션으로 구성되어 있나요?

Articles · Wiki · Insights · Tags 섹션으로 구성되어 있으며, PHP MVC · MySQL · shadcn-style UI · Wiki via keyword rules 로 만들어졌습니다.

Articles · Rebeauty Atlas

AI TCH HUM

SI Sivaram S

Real Time Patient Scheduling in an Emergency Department using RL

I trained a Double DQN agent to schedule emergency department patients. It beat every baseline and then quietly did something clinically…

Jun 22, 2026 · 6 min read · 0 claps #reinforcement-learning #deep-reinforcement #deep-q-learning

AI HUM SOC

PR Prisha Srivastava

From Random Moves to Intelligent Behavior: Understanding Q-Learning

A technical walkthrough of reinforcement learning ; the framework that turns trial, error, and a scalar number into something that looks a…

Jun 09, 2026 · 9 min read · 0 claps #machine-learning #reinforcement-learning #q-learning

From Random Moves to Intelligent Behavior: Understanding Q-Learning

AI MED HUM LIF

YA Yaroslav Dubovikov · Towards AI

Apollo DQN: Building an RL Agent for LunarLander-v3

Comparing DQN variants: training diagnostics and evaluation beyond raw reward (with human reference)

Mar 02, 2026 · 9 min read · 271 claps #reinforcement-learning #machine-learning #deep-learning

Apollo DQN: Building an RL Agent for LunarLander-v3

HUM ART AI

AR Arjun Agarwal

Reinforcement Learning Part 7: Value Function Approximation

Up until now we have learnt the most traditional style of RL, covering two of the most important styles of learning: Monte Carlo (MC) and…

Feb 25, 2026 · 10 min read · 1 claps #reinforcement-learning #q-learning #deep-q-learning

Reinforcement Learning Part 7: Value Function Approximation

HUM AI LIF TCH

AM Amir Pasagic

Importance of Frame Skipping in reinforcement learning on an example of Breakout: debugging the…

Read Time: 10–20 min Assumed: Familiarity with reinforcement-learning/DeepQ concepts Focus: Issues of non-convergence during training DeepQ…

Jan 31, 2026 · 6 min read · 1 claps #reinforcement-learning #deep-q-learning #deep-learning

Importance of Frame Skipping in reinforcement learning on an example of Breakout: debugging the…

AI HUM TCH

RO Rohan Roy

Basics of RL- The Poster Child — Q-learning

We all have played the Pacman at some point of time. Imagine an algorithm that plays it with such precision that it always gets the high…

Jan 16, 2026 · 6 min read · 2 claps #reinforcement-learning #q-learning #deep-q-learning

Basics of RL- The Poster Child — Q-learning

AI HUM LIF MED

AN Anthea Chang

From Cliffwalking to Chemotherapy: A Beginner’s Guide to Safer Decisions with Double DQN

Artificial intelligence is steadily moving from research labs into everyday life. Within AI, deep reinforcement learning (RL) is especially…

Jan 12, 2026 · 13 min read · 2 claps #reinforcement-learning #double-deep-q-network #deep-q-learning

From Cliffwalking to Chemotherapy: A Beginner’s Guide to Safer Decisions with Double DQN

HUM AI TCH

UJ Ujang Riswanto

Step-by-Step Guide to Implement Deep Q-Networks (DQN) in Python for Beginners

Learn how to build a Deep Q-Network (DQN) from scratch in Python using PyTorch. This beginner-friendly step-by-step guide explains…

Dec 26, 2025 · 4 min read · 0 claps #step-by-step-guide #deep-learning #deep-q-learning

Step-by-Step Guide to Implement Deep Q-Networks (DQN) in Python for Beginners

HUM

UJ Ujang Riswanto

What is DQN? A Beginner’s Guide to Deep Q-Learning

If you’ve ever wondered how an AI can learn to play Atari games better than humans — or how robots learn to make decisions in dynamic…

Dec 25, 2025 · 4 min read · 0 claps #deep-q-learning #q-learning #a-beginners-guide

What is DQN? A Beginner’s Guide to Deep Q-Learning

HUM AI TCH

DI Dixitaniket

Mastering Reinforcement Learning: Q-Learning from Scratch with MountainCar

Understanding the Q-Learning Algorithm

Dec 18, 2025 · 3 min read · 7 claps paywalled #reinforcement-learning #q-learning #deep-q-learning

Mastering Reinforcement Learning: Q-Learning from Scratch with MountainCar

AI BIO TCH HUM GEN SOC

EG E G

From Lunar Landings to Bioengineering Breakthroughs: Mastering DQNs for Precision and Innovation

Artificial Intelligence (AI) is becoming a growing part of society and might be the newest technological revolution like the Industrial…

Dec 08, 2024 · 10 min read · 1 claps #reinforcement-learning #bioengineering #lunar-lander

From Lunar Landings to Bioengineering Breakthroughs: Mastering DQNs for Precision and Innovation

HUM AI

AH Ahmed El-Khouly

Reinforcement Learning Digest Part 4: Deep Q-Network(DQN) and Double Deep Q-Networks(DDQN)

In last article, we have discussed Q-learning and we have seen its desirable convergence attributes. Never the less, Q-learning has one…

Nov 23, 2020 · 3 min read · 3 claps paywalled #reinforcement-learning #deep-q-learning #dqn