# MiniMax — Forge: Scalable Agent RL Framework and Algorithm

- Company: MiniMax (minimax.io)
- Announced: 2026-02-14T00:00:00+00:00
- Category: research-paper
- Subject: MiniMax models
- Source: https://www.minimax.io/blog/forge-scalable-agent-rl-en-1779896141
- Record: https://forck.live/items/3400-forge-scalable-agent-rl-framework-and-algorithm

The blog post introduces Forge, a scalable reinforcement learning framework and algorithm designed to address the trade-off between system throughput, training stability, and agent flexibility for real-world agents.

## Evidence

Verbatim from https://www.minimax.io/blog/forge-scalable-agent-rl-en-1779896141:

> AI RL 2026-02-14 Forge: Scalable Agent RL Framework and Algorithm Scaling reinforcement learning for real-world agents runs into a three-way conflict: system throughput, training stability, and agent flexibility all pull in different directions, and that tension has

---

Record: https://forck.live/items/3400-forge-scalable-agent-rl-framework-and-algorithm
Catalogue: https://forck.live/llms.txt
Feed: https://forck.live/feed.md