Transparency and Explanation in Deep Reinforcement Learning Neural Networks

Understand

Autonomous AI systems will be entering human society in the near future to provide services and work alongside humans.

• For those systems to be accepted and trusted, the users should be able to understand the reasoning process of the system, i.e.
• the system should be transparent.
• System transparency enables humans to form coherent explanations of the system's decisions and actions.