rl4co

The premium Open Source alternative to Gurobi

🎯 Best for:Researchers applying deep reinforcement learning to CO problems.

What is rl4co?

Replaces custom RL implementations for routing and scheduling problems. Built on PyTorch and TorchRL to provide a modular, efficient framework for neural combinatorial optimization.

Tech Stack
PythonAI, ML & Data

Why rl4co?

  • Built on TorchRL
  • Extensive baseline models
  • Highly modular architecture

Limitations

  • Requires deep RL knowledge
  • PyTorch dependency
  • Niche application focus
3/5/2026
Last Update
138
Forks
4
Issues
MIT
License
Financial Leak Detected

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Competitor Cost
-$1,440
/ year (est. based on Gurobi)
Self-Hosted
$0
/ year
Team Size10 Users
150+
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