2021
TripleTree: A Versatile Interpretable Representation of Black Box Agents and their Environments
AAAI 2021technical
In explainable artificial intelligence, there is increasing interest in understanding the behaviour of autonomous agents to build trust and validate performance. Modern agent architectures, such as those trained by deep reinforcement learning, are currently so lacking in interpretable structure as t…