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Researcher profile

Aleksandr I. Panov

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Hierarchical Deep Q-Network with Forgetting from Imperfect Demonstrations in Minecraft.

    2019 · arXiv (Cornell University)

    We present hierarchical Deep Q-Network with Forgetting (HDQF) that took first place in MineRL competition. HDQF works on imperfect demonstrations utilize hierarchical structure of expert trajectories extracting effective sequence of meta-actions and subgoals. We introduce …

  2. Stability and Similarity Detection for the Biologically Inspired Temporal Pooler Algorithms

    2022 · Procedia Computer Science

    The biology of the brain can inspire the development of a wide range of intelligent information processing algorithms. Spatiotem-poral processing allows the brain to aggregate and represent information on multiple time and space scales. This …