Blar i Scientific Publications in Information and Communication Technology på tidsskrift "AI"

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    • Can Interpretable Reinforcement Learning Manage Prosperity Your Way? 

      Maree, Charl; Omlin, Christian Walter Peter (Journal article; Peer reviewed, 2022)
      Personalisation of products and services is fast becoming the driver of success in banking and commerce. Machine learning holds the promise of gaining a deeper understanding of and tailoring to customers’ needs and ...

    • Reinforcement Learning Your Way : Agent Characterization through Policy Regularization 

      Maree, Charl; Omlin, Christian Walter Peter (Journal article; Peer reviewed, 2022)
      The increased complexity of state-of-the-art reinforcement learning (RL) algorithms has resulted in an opacity that inhibits explainability and understanding. This has led to the development of several post hoc explainability ...