Chris Maddison was just an intern when he started working on the Go-playing AI that would eventually become AlphaGo. A decade ...

A clear understanding of the fundamentals of ML improves the quality of explanations in interviews.Practical knowledge of ...

It's been 10 years since Go champion Lee Sedol lost to DeepMind's AlphaGo. Has the technology lived up to its potential?

People's decisions are known to be influenced by past experiences, including the outcomes of earlier choices. For over a ...

Databricks' KARL agent uses reinforcement learning to generalize across six enterprise search behaviors — the problem that ...

More engineers are turning to reinforcement learning to incorporate adaptive and self-tuning control into industrial systems.

From autonomous cars to video games, reinforcement learning (machine learning through interaction with environments) can have an important impact. That may feel especially true, for example, when ...

football_game ├── rf ├── football_env_ppo.py: training environment for PPO with gymnasium style with 12d observation space ├── football_env_ppo_8d.py: training environment for PPO with gymnasium style ...

Over the past few years, AI systems have become much better at discerning images, generating language, and performing tasks within physical and virtual environments. Yet they still fail in ways that ...

Every year, NeurIPS produces hundreds of impressive papers, and a handful that subtly reset how practitioners think about scaling, evaluation and system design. In 2025, the most consequential works ...

Watch an AI agent learn how to balance a stick—completely from scratch—using reinforcement learning! This project walks you through how an algorithm interacts with an environment, learns through trial ...