LLMs for Policy Interpretation
03 Feb 2023LLMs may be the key to making reinforcement learning policies more understandable.
Deep reinforcement learning has proven to be a highly successful method for creating intelligent systems in recent times. However, the policies - which determine the actions of an agent based on its environment – are often complex, opaque, and difficult to understand.
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