AgileRL

AgileRL is an AI Agents & Automation tool that accelerates reinforcement learning and LLM fine-tuning. It offers an RLOps platform, Arena, for building, training, and deploying AI agents at lightning speed.

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At a glance

Pricing

Freemium · Paid · Enterprise · Open Source

Free tier

Yes

API

Skill level

Technical

About

What is AgileRL?

AgileRL provides an enterprise-grade reinforcement learning operations (RLOps) platform called Arena, designed to unify training, tuning, and deployment of AI agents. It enables users to build, train, and deploy AI agents at lightning speed, supporting both single and multi-agent tasks. The platform features lightning-fast training, automatic evolutionary hyperparameter optimization, and LLM fine-tuning capabilities, allowing custom model training without infrastructure hassle. AgileRL also offers an open-source framework that boasts 10x faster training, supporting various RL approaches and compatible with custom Python environments and multi-GPU setups. It's built for researchers, engineers, and operators to streamline the RL workflow from prototype to production.

Best used for

Ideal for developers and researchers who need to rapidly build, train, and deploy AI agents, fine-tune LLMs, and optimize complex reinforcement learning workflows. Especially valuable for teams in research, defense, finance, robotics, and logistics looking to accelerate AI development from prototype to production.

Common actions

accelerate reinforcement learning

fine-tune LLMs

deploy AI agents

optimize training

manage RL workflows

Capabilities

Key features

RLOps platform
Automatic hyperparameter optimization
LLM fine-tuning
One-click deployment
Distributed training
Open-source framework
Environment validation

Target Audience

developerresearcherengineer

Integrations

Not yet documented

Pricing & Plans

Freemium · Paid · Enterprise · Open Source

Not publicly disclosed. Check agilerl.com for current pricing.

FAQs

What is the difference between AgileRL's open-source framework and the Arena platform?

The open-source framework provides core reinforcement learning capabilities, offering 10x faster training and multi-agent support. Arena is the enterprise RLOps platform that unifies training, tuning, and deployment, adding features like automatic hyperparameter optimization, LLM fine-tuning, and one-click deployment for production-ready AI agents.

What kind of support is available for AgileRL users?

Free plan users receive community support. Professional plan users get 24-hour support SLA, while Business plan users have an 8-hour support SLA. Enterprise customers receive custom support SLAs tailored to their specific mission-critical requirements.

Can I fine-tune Large Language Models (LLMs) with AgileRL?

Yes, AgileRL's Arena platform offers LLM fine-tuning capabilities. You can fine-tune LLMs using evolutionary hyperparameter optimization and deploy them with one-click. This allows you to train custom models on your own data without needing to manage complex infrastructure.

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Coding & Development › DevOps & Infrastructure Coding & Development › Open Source & Models

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