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AI That Learns and Unlearns: The Exceptionally Smart EXPLORER

  • The AI system EXPLORER utilizes a Symbolic Policy Learner to learn policy actions in a text-based environment.
  • EXPLORER collects state, action, and reward pairs while exploring the text-based environment using ILP algorithms.
  • The ILP algorithm requires the goal, predicate list, and examples to learn the rules in the text-based environment.
  • EXPLORER utilizes exception learning to handle scenarios where information is missing, adding flexibility to the learned rules.

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