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cs.AI2021
Subgoal Search For Complex Reasoning Tasks
Konrad Czechowski, Tomasz Odrzygóźdź, Marek Zbysiński +5
Humans excel in solving complex reasoning tasks through a mental process of moving from one idea to a related one. Inspired by this, we propose Subgoal Search (kSubS) method. Its k…
cs.AI2021
Planning and Learning Using Adaptive Entropy Tree Search
Piotr Kozakowski, Mikołaj Pacek, Piotr Miłoś
Recent breakthroughs in Artificial Intelligence have shown that the combination of tree-based planning with deep learning can lead to superior performance. We present Adaptive Entr…