---
title: "PLAN-SEQ-LEARN: A Machine Learning Method that Integrates the Long-Horizon Reasoning Capabilities of Language Models with the Dexterity of Learned Reinforcement Learning RL Policies"
url: https://daily.dev/posts/plan-seq-learn-a-machine-learning-method-that-integrates-the-long-horizon-reasoning-capabilities-of-n4uqudagw
source_url: https://www.marktechpost.com/2024/05/05/plan-seq-learn-a-machine-learning-method-that-integrates-the-long-horizon-reasoning-capabilities-of-language-models-with-the-dexterity-of-learned-reinforcement-learning-rl-policies/
type: article
source: "Machine Learning News"
published: 2024-05-06T04:59:13.685Z
updated: 2024-05-09T09:28:18.744Z
tags: ["machine-learning", "nlp", "robotics", "reinforcement-learning"]
reading_time: 4
upvotes: 4
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.

# PLAN-SEQ-LEARN: A Machine Learning Method that Integrates the Long-Horizon Reasoning Capabilities of Language Models with the Dexterity of Learned Reinforcement Learning RL Policies

**[Machine Learning News](https://daily.dev/sources/mlnews)** · 4 min read · 4 upvotes · 0 comments

## Summary

A modular solution called PSL integrates language models with reinforcement learning for robotic tasks, achieving a success rate above 85% and outperforming existing methods in contact-rich tasks.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.marktechpost.com/2024/05/05/plan-seq-learn-a-machine-learning-method-that-integrates-the-long-horizon-reasoning-capabilities-of-language-models-with-the-dexterity-of-learned-reinforcement-learning-rl-policies/>

## 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
- [CNCF Unveils Schedule for KubeCon \+ CloudNativeCon Europe 2026](https://daily.dev/posts/cncf-unveils-schedule-for-kubecon-cloudnativecon-europe-2026-ikhcoa5cb) · CNCF · 2 upvotes · 0 comments
- [CNCF Debuts KubeCon \+ CloudNativeCon Japan 2026 Schedule](https://daily.dev/posts/cncf-debuts-kubecon-cloudnativecon-japan-2026-schedule-xp5pyudub) · CNCF · 1 upvotes · 0 comments

---

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

[View this post on daily.dev](https://daily.dev/posts/plan-seq-learn-a-machine-learning-method-that-integrates-the-long-horizon-reasoning-capabilities-of-n4uqudagw)