Best Alternatives to AgileRL
LLM InfraΒ·β
938
Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary hyperparameter optimization.
#Reinforcement Learning#Deep Learning#Hyperparameter Optimization#RLOps#Evolutionary Algorithms#Data Analysis
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Best Alternatives to AgileRL
ToolDescriptionStarsLicenseUpdated
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MetaGPT
MetaGPTπ The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
β
69.4k
MIT
6mo ago
Details β02
cua
cuaOpen-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows).
β
20.2k
MIT
1d ago
Details β03
xLAM
xLAMxLAM: A Family of Large Action Models to Empower AI Agent Systems
β
634
APACHE
1mo ago
Details β04
on-policy
on-policyThis is the official implementation of Multi-Agent PPO (MAPPO).
β
2.1k
MIT
2y ago
Details β05
mini-swe-agent
mini-swe-agentThe 100 line AI agent that solves GitHub issues or helps you in your command line. Radically simple, no huge configs, no giant monorepoβbut scores >74% on SWE-bench verified!
β
5.9k
β
6d ago
Details β06
youtu-agent
youtu-agentA simple yet powerful agent framework that delivers with open-source models
β
4.6k
NOASSERTION
4mo ago
Details β07
FedML
FedMLFEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
β
4.1k
Apache-2.0
8mo ago
Details β08
chatarena
chatarenaChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.
β
1.5k
APACHE
11mo ago
Details β02
Side-by-Side Comparison
| Field | AgileRL | MetaGPT | cua | xLAM |
|---|---|---|---|---|
| Category | LLM Infra | LLM Infra | LLM Infra | LLM Infra |
| Stars | β 938 | β 69.4k | β 20.2k | β 634 |
| License | β | MIT | MIT | APACHE |
| Updated | 3d ago | 6mo ago | 1d ago | 1mo ago |
| Open Source | Yes | Yes | Yes | Yes |
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Compare AgileRL With Others
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FAQ
What is AgileRL?
AgileRL is a Deep Reinforcement Learning library that streamlines development by introducing RLOps, or MLOps for reinforcement learning. It significantly reduces training time and hyperparameter optimization using pioneering evolutionary techniques, offering up to 10x faster optimization than state-of-the-art methods.
What is the best alternative to AgileRL?
MetaGPT is the top-rated alternative to AgileRL in the LLM Infra category.
Is there a free alternative to AgileRL?
MetaGPT is a free, open-source alternative.
Is AgileRL open source?
Yes, AgileRL is open source on GitHub.