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YaliDu

Dr Yali Du

Lecturer in Artificial Intelligence

Research interests

  • Computer science

Contact details

Biography

Dr Yali Du is a Lecturer in Artificial Intelligence in the Department of Informatics at King’s College London. She leads the Cooperative AI Lab. Her research aims to enable machines to exhibit cooperative and responsible behaviour in intelligent decision making tasks. Her work focuses on reinforcement learning and multi-agent cooperation, with topics such as generalization, zero-shot coordination, evaluation of human and AI players, and social agency (e.g. human-involved learning, safety and ethics). She was chosen for the AAAI New Faculty Highlights award (2023), Rising Star in AI 2023. She has given tutorials on cooperative multi-agent learning at ACML 2022 and AAAI 2023. She serves as the editor for the Journal of AAMAS and IEEE Transactions on AI, and is part of the organising committee for AAMAS 2023. Her research is also supported by the Engineering and Physical Sciences Research Council (UKRI-EPSRC).

Research interests

  • Multi-Agent Cooperation and Coordination
  • Reinforcement Learning and Generalisation
  • Evaluation of Human and AI players
  • Social Aspects of Learning Agents (e.g. explainability, human-in-the-loop learning, ethics)
  • Applications in Game AI, Data Science, etc

    Research

    FEATURE Finance
    Finance (Informatics)

    The Finance Hub conducts fundamental and applied research at the intersection of finance and computation, a sector which is colloquially known as FinTech.

    sustainable ai_st_1428308240 copy
    Sustainability Hub

    The Sustainability Hub consolidates the research related to sustainability

    AI network
    Distributed Artificial Intelligence

    The group explores the use of AI in social and economic contexts where an intelligent entity may be interacting with other entities.

    News

    King's AI researchers appointed as Turing Fellows to tackle societal challenges

    Three King's academics from the Department of Informatics have been named as Turing Fellows for 2024-25

    Turing Fellows v4 2425

    King's scientists explore the effects of AI on human life

    Bringing the Human to the Artificial presents cutting-edge AI research at King’s.

    Bringing the Human to the Artificial

    Learning with Humans to Play Games

    Read about King's work on training AI agent through human interaction, as featured in the Bringing the Human to the Artificial exhibition.

    Overcooked Demo 2 780x440

    Events

    27Marco-operation people volunteering

    Multi-agent Cooperation in Social Context

    Seminar with Dr Yali Du

    Please note: this event has passed.

      Research

      FEATURE Finance
      Finance (Informatics)

      The Finance Hub conducts fundamental and applied research at the intersection of finance and computation, a sector which is colloquially known as FinTech.

      sustainable ai_st_1428308240 copy
      Sustainability Hub

      The Sustainability Hub consolidates the research related to sustainability

      AI network
      Distributed Artificial Intelligence

      The group explores the use of AI in social and economic contexts where an intelligent entity may be interacting with other entities.

      News

      King's AI researchers appointed as Turing Fellows to tackle societal challenges

      Three King's academics from the Department of Informatics have been named as Turing Fellows for 2024-25

      Turing Fellows v4 2425

      King's scientists explore the effects of AI on human life

      Bringing the Human to the Artificial presents cutting-edge AI research at King’s.

      Bringing the Human to the Artificial

      Learning with Humans to Play Games

      Read about King's work on training AI agent through human interaction, as featured in the Bringing the Human to the Artificial exhibition.

      Overcooked Demo 2 780x440

      Events

      27Marco-operation people volunteering

      Multi-agent Cooperation in Social Context

      Seminar with Dr Yali Du

      Please note: this event has passed.