---
title: "In-context Exploration-Exploitation for Reinforcement Learning - Spotify Research"
url: https://daily.dev/posts/in-context-exploration-exploitation-for-reinforcement-learning---spotify-research-ant96hbpg
source_url: https://research.atspotify.com/2024/05/in-context-exploration-exploitation-for-reinforcement-learning/
type: article
source: "Spotify Research"
published: 2024-05-07T09:41:36.678Z
updated: 2024-05-09T08:43:33.910Z
tags: ["machine-learning", "reinforcement-learning"]
reading_time: 6
upvotes: 0
comments: 0
language: en
---

> ## Documentation Index
> Fetch the complete documentation index at: https://daily.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# In-context Exploration-Exploitation for Reinforcement Learning - Spotify Research

**[Spotify Research](https://daily.dev/sources/spotify_research)** · 6 min read · 0 upvotes · 0 comments

## Summary

A groundbreaking approach called in-context exploration-exploitation (ICEE) is presented in this post, which allows for real-time adaptation to users' preferences through neural network inference. ICEE is able to perform Bayesian belief updates without the need for explicit Bayesian inference and can solve new RL tasks within a few episodes.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://research.atspotify.com/2024/05/in-context-exploration-exploitation-for-reinforcement-learning/>

## Similar posts on daily.dev

- [Don’t just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) · CNCF · 0 upvotes · 0 comments
- [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) · CNCF · 1 upvotes · 0 comments
- [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) · CNCF · 0 upvotes · 0 comments

---

Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#reinforcement-learning](https://daily.dev/tags/reinforcement-learning)

[View this post on daily.dev](https://daily.dev/posts/in-context-exploration-exploitation-for-reinforcement-learning---spotify-research-ant96hbpg)