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Policy Deployment

Code generation and deployment of trained policies

Once you train a reinforcement learning agent, you can generate code to deploy the optimal policy. For example, using MATLAB® Coder™ and GPU Coder™, you can generate C++ or CUDA® code and deploy neural network policies on embedded platforms.

For an introduction to deploying agents, see Deploy Trained Reinforcement Learning Policies.

Functions

generatePolicyFunctionGenerate MATLAB function that evaluates policy of an agent or policy object
generatePolicyBlockGenerate Simulink block that evaluates policy of an agent or policy object

Blocks

PolicyReinforcement learning policy (Since R2022b)

Topics