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Researcher profile

Andrew D. Bagdanov

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. CCPT: Automatic Gameplay Testing and Validation with Curiosity-Conditioned Proximal Trajectories

    2022 · arXiv (Cornell University)

    This paper proposes a novel deep reinforcement learning algorithm to perform automatic analysis and detection of gameplay issues in complex 3D navigation environments. The Curiosity-Conditioned Proximal Trajectories (CCPT) method combines curiosity and imitation learning to …

  2. Policy Fusion for Adaptive and Customizable Reinforcement Learning Agents

    2021 · arXiv (Cornell University)

    In this article we study the problem of training intelligent agents using Reinforcement Learning for the purpose of game development. Unlike systems built to replace human players and to achieve super-human performance, our agents aim …