swerl
Swarm Engine RL (swerl) is a Python framework designed for training swarms of LLM agents using reinforcement learning. It supports techniques such as RLHF and post-training for multi-agent systems. Released under Apache-2.0 and hosted on GitHub.
Open SourceApache-2.0CLI
Overview
3 featuresswerl sits in PulseGate's AI & ML category. It focuses on training swarms of LLM-based agents using reinforcement learning techniques. swerl is an open-source project aimed at AI researchers. The project is open source (Apache-2.0). swerl is available on the command line.
alexngai builds and maintains swerl, and it first shipped in 2026. Key capabilities include Reinforcement Learning, Multi-agent Training, and RLHF.
Summary written by a language model from the project’s public pages.
- Reinforcement Learning
- Multi-agent Training
- RLHF
Tags
rl-frameworkllm-swarmmulti-agent-rl
AI capabilities
Text
Inference: Cloud API
Built with & integrations
Runs on
CLI
Trust & compliance
License
Apache-2.0
Verified signals
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about swerl
- What is swerl?
- Swerl focuses on training swarms of LLM-based agents using reinforcement learning techniques. It is catalogued under AI & ML on PulseGate.
- Who should use swerl?
- swerl is an open-source project built for AI researchers.
- Is swerl free?
- Yes — swerl is open source under the Apache-2.0 license and free to use.
- What platforms does swerl run on?
- swerl runs on the command line.
- Is swerl still maintained?
- Unverified. swerl has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
- What projects are similar to swerl?
- Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.Cliprisechi-aiAI DocuChat
- Who develops swerl?
- swerl is developed by alexngai.
- When did swerl launch?
- swerl first shipped in 2026.
Also in AI & ML
Same category — not a similarity match