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November 15 news, Microsoft recently launched a method called "Everything of Thought" (XOT), inspired by Google DeepMind's AlphaZero, Using compact neural networks , to enhance the reasoning ability of the AI model.
##Microsoft collaborated with Georgia Institute of Technology and East China Normal University to develop the algorithm , integrating reinforcement learning and Monte Carlo Tree Search (MCTS) capabilities to further improve the effectiveness of problem solving in complex decision-making environments. Note from this site: The Microsoft research team stated that the XOT method can expand the language model on unfamiliar problems, and has been significantly improved in rigorous tests of Game of 24, 8-Puzzle and Pocket Cube. The results show that XOT is significantly better than other methods and even solves the problem where other methods fail. However, XOT does not achieve 100% reliability #The XOT framework includes the following key steps:PDF], and interested users can read it in depth.
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