BE

facebookresearch/BenchMARL

BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL algorithms, tasks, and models while being systematically grounded in its two core tenets: reproducibility and standardization.

598 119 +0/wk
GitHub
benchmark machine-learning marl multi-agent multi-agent-reinforcement-learning pytorch reinforcement-learning rl robotics torch
Trend 3

Star & Fork Trend (24 data points)

Stars
Forks

Multi-Source Signals

Growth Velocity

facebookresearch/BenchMARL has +0 stars this period . 7-day velocity: 0.2%.

Deep analysis is being generated for this repository.

Signal-backed technical analysis will be available soon.

Metric BenchMARL ChatPilot sktime-dl venice
Stars 598 598598598
Forks 119 5976115
Weekly Growth +0 +0+0+0
Language Python SveltePythonJava
Sources 1 111
License MIT Apache-2.0BSD-3-ClauseBSD-2-Clause

Capability Radar vs ChatPilot

BenchMARL
ChatPilot
Maintenance Activity 69

Last code push 60 days ago.

Community Engagement 99

Fork-to-star ratio: 19.9%. Active community forking and contributing.

Issue Burden 70

Issue data not yet available.

Growth Momentum 30

No measurable growth in the current period (first-day cold start expected).

License Clarity 95

Licensed under MIT. Permissive — safe for commercial use.

Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.