Search results for: MCTS

• Structure and Randomness in Planning and Reinforcement Learning

  Publication

  • K. Czechowski
  • P. Januszewski
  • P. Kozakowski
  • Ł. Kuciński
  • P. Miłoś

  - Year 2021

  Planning in large state spaces inevitably needs to balance the depth and breadth of the search. It has a crucial impact on the performance of a planner and most manage this interplay implicitly. We present a novel method \textit{Shoot Tree Search (STS)}, which makes it possible to control this trade-off more explicitly. Our algorithm can be understood as an interpolation between two celebrated search mechanisms: MCTS and random...

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• Preferences Towards Working in Culturally Diverse Teams at Different Stages of the Entrepreneurial Process

  Publication

  • K. Stankiewicz
  • P. Ziemiański

  - Problemy Zarządzania - Year 2018

  As entrepreneurial teams become prevalent, it is important to study factors related to their creation and effectiveness. The goal of the current research was to analyze preferences towards working in a multicultural team (MCT) versus a single culture team (SCT) at different stages of the entrepreneurial process. The study involved students originating from various cultures with previous experience in both SCTs and MCTs as participants....

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