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
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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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