InTowards AIbyShenggang Li·Sep 7When Better Offline Evaluation Still Cannot Choose the Better PolicyA practical lesson for reinforcement learning, contextual bandits, and AI deployment
Advait Shinde·Mar 20How Reinforcement Learning quietly runs your Recommender Systems!An article about use of multi-armed and contextual banditsthe algorithms that Netflix, Spotify, Stitch Fix, and DoorDash use to stop…
Anderson Rici Amorim·Mar 7Building a Recommender System with Reinforcement Learning and Contextual Bandits using PythonHere is how to develop a recommender system with reinforcement learning to offer the better products to your customer
VectorWorks Academy·Jan 27Learning to Rank in a World That Pushes BackHow Bandits, Feedback Loops, and Stochastic Ranking Shape Modern Decision Systems
Archit Singh·Dec 14, 2025Rethinking Contextual Bandits: When Production Systems Miss the FundamentalsWhen I rebuilt their CRM personalisation approach from scratch, I discovered two fundamental problems hiding beneath the engineering…
QuarkAndCode·Sep 28, 2025Best Practices for Bandits: A Multi‑Armed Bandit Guide for A/B TestingLearn when to use multi armed bandits vs A/B tests, plus practical tips on Thompson Sampling, UCB, sticky bucketing, update cadence, and…
narayan khanna·May 22, 2025The Coffee Shop That Learned: A Story About Three Smart Bandit StrategiesExploring LinUCB, Thompson Sampling, and Softmax Exploration through everyday intuition
InTowards AIbyJoseph Robinson, Ph.D.·Dec 18, 2024Beyond A/B Testing: How Contextual Bandits Revolutionize Experimentation in Machine LearningA Practical Guide to Balancing Simplicity, Speed, and Personalization in ExperimentationA response icon1A response icon1
InTowards AIbyJoseph Robinson, Ph.D.·Nov 8, 2024From Supervised Learning to Contextual Bandits: The Evolution of AI Decision-MakingExplore dynamic models that learn, adapt, and thrive in ever-changing environments.A response icon1A response icon1
InExpedia Group Tech BlogbyErcument Ilhan·Nov 5, 2024Identifying Top-Scoring Arms in Ranking Bandits With Linear Payoffs in Real-TimeHow Expedia Group scales up ranking bandit problems with low latency
