| Definition | Gym Routing offers Gymnasium environments for training reinforcement learning agents on routing problems. |
| No of environments | 2 |
Gym Routing offers two Gymnasium environments specifically designed for tackling various routing problems using reinforcement learning agents. The library includes environments for the Vanilla Traveling Salesman Problem (TSP), Action Masked TSP, and several variations of the Vehicle Routing Problem (VRP), including the Capacitated Vehicle Routing Problem (CVRP). By providing these diverse challenges, Gym Routing enables the training and evaluation of models on well-established logistical tasks.
The library is built for seamless integration with popular reinforcement learning frameworks such as Stable-Baselines3. It allows for straightforward setup of environments and implementation of training algorithms, facilitating the development of efficient routing strategies.
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