Differential Learning-Based Testing of Deep RL Agents Playing Super Mario Bros.
License: MIT License
This repository contains code implementing an approach for differential learning-based testing of deep RL agents playing Super Mario Bros.
The deep RL code is based on the PyTorch tutorial on training deep RL agent for Super Mario Bros. and we use the gym-super-bros environment.
The approach is described in the paper "Differential Safety Testing of Deep RL Agents Enabled by Automata Learning". More information is going to be added soon.
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