swarmbots
PulseGate's liveness check found it on 4 Oct 2026; it is registered on GitHub and PyPI and has been in the index since 4 Oct 2026. How this is checked
Swarmbots is an open-source GPU-vectorized benchmark for training and evaluating multi-agent reinforcement learning systems in self-assembling modular robot environments. It targets robotics researchers and developers using MuJoCo-based simulation workflows.
Inferred · not functionally tested
Overview
5 featuresPurpose: Benchmarking multi-agent reinforcement learning for self-assembling modular robots.
Inferred · not functionally tested
Audience: robotics and reinforcement learning researchers
Inferred · not functionally tested
Functions: Unknown
Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)
Recorded constraints: pricing: open_source · license: Apache-2.0 · platforms: CLI · deployment: cli, self_hosted
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: pypi.org · github.com. These links do not verify the individual claims.
In the Frameworks & runtimes space, swarmbots takes a focused approach. Inferred · not functionally tested: It focuses on benchmarking multi-agent reinforcement learning for self-assembling modular robots. Inferred · not functionally tested: swarmbots is an open-source project aimed at robotics and reinforcement learning researchers. Basis unknown · not verified: The project is open source (Apache-2.0). Basis unknown · not verified: It runs on the command line, and it can be self-hosted.
It is developed by brn-dev, and it first shipped in 2023. Development happens publicly on GitHub with 187 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include GPU vectorization, multi-agent benchmarks, and reinforcement learning.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- GPU vectorization
- Multi-agent benchmarks
- Reinforcement learning
- MuJoCo simulation
- Modular robotics
Topics: Inferred · not functionally tested
Built with & integrations
Trust & compliance
Indexing history
2What PulseGate has recorded for this listing
Frequently asked questions about swarmbots
- What does swarmbots do?
- Inferred · not functionally tested: Swarmbots focuses on benchmarking multi-agent reinforcement learning for self-assembling modular robots. It is catalogued under Frameworks & runtimes on PulseGate.
- Who should use swarmbots?
- Inferred · not functionally tested: swarmbots is an open-source project built for robotics and reinforcement learning researchers.
- Does swarmbots have a free plan?
- Basis unknown · not verified: Yes — swarmbots is open source under the Apache-2.0 license and free to use.
- What platforms does swarmbots run on?
- Basis unknown · not verified: swarmbots runs on the command line. It can also be self-hosted.
- Is swarmbots still active?
- PulseGate's liveness check found it on 4 Oct 2026. Its GitHub repository shows 187 commits in the last 90 days.
- What projects are similar to swarmbots?
- Similar projects tracked by PulseGate include swarmbreaker, swarmsim, and Swarms AI.swarmbreakerswarmsimSwarms AI
- Who makes swarmbots?
- swarmbots is developed by brn-dev.
- When did swarmbots launch?
- swarmbots first shipped in 2023.
Similar projects
Closest matches by what these projects do