Tree Search
Parametrically Optimal, Robust and Tree Search Detection of Sparse Signals
... We consider sparse signals embedded in additive white noise. We study parametrically optimal as well as tree-search sub-optimal signal detection policies. As a special case, we consider a constant signal ...
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How to Combine Tree-Search Methods in Reinforcement Learning
... over the alternative ‘naive’ approach. A more recent work (Lai 2015) introduced a deep learning implementation of TDLeaf(λ) called Giraffe. Testing it on the game of Chess, the authors claim (during publication) it is ...
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A Monte Carlo Tree Search Player for Birds of a Feather Solitaire
... Carlo Tree Search (MCTS) is a directed search technique that has gained prominence in recent years and has been used with success for several types of games such as Go (Silver et ...a search ...
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ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search
... Ensemble in RL Wiering and Van Hasselt (2008) de- signed four ensemble methods combining five RL algo- rithms with a voting scheme based on value functions of different RL algorithms. Hans and Udluft (2010) used a net- ...
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Monte Carlo Tree Search in Finding Feasible Solutions for Course Timetabling Problem
... the search space. We utilize Monte Carlo Tree Search (MCTS) in finding feasible solutions for the first ...a tree incrementally in an asymmetric manner by sampling the decision ...and ...
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SETS: Scalable and Efficient Tree Search in Dependency Graphs
... Syntactic search is one of the basic tools necessary to work with syntactically annotated corpora, both manually annotated treebanks of modest size and massive automatically analyzed parsebanks, which may go into ...
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An Incremental Parallel PGAS-based Tree Search Algorithm
... distributed tree search starting from its multicore counterpart by incrementally adding few lines of ...distributed tree search in Chapel is on average 16% slower and reaches up to reaches 80% ...
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Iterative Reconfigurable Tree Search Detection of MIMO Systems
... (tree) search algorithm has been employed in channel decoders [14, ...the search process in the previously mentioned ITS algorithm, the number of branches is decreased by ex- ploring paths that are ...
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Node Based Parallel Game Tree Search Algorithm Using Accelerated GPU
... Game tree Search algorithm is used to search the best move in game ...game tree algorithm and propose a concise and general parallel game tree algorithm on ...maintain tree ...
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Prediction Distortion in Monte Carlo Tree Search and an Improved Algorithm
... Carlo Tree Search (MCTS) is one of the key AI techniques developed recently that enabled AlphaGo to defeat a legendary professional Go ...playout search (RPS), to play Tic-Tac-Toe, and find that RPS ...
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Monte Carlo Tree Search and Its Applications
... larger search spaces, we must turn to alternative methods. Monte Carlo tree search (MCTS) has had a lot of success in Go and in other appli- cations [2] ...force tree searching methods, and ...
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Parallelization of Node Based Game Tree Search Algorithm on GPU
... Game tree search is digraph, nodes in digraph indicate position and lines or edges denote moves in a game as it mentioned in a game ...game tree is the hierarchical game tree structure begins ...
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Human like Natural Language Generation Using Monte Carlo Tree Search
... Carlo tree search (MCTS) (Kocsis and Szepesvari, 2006; Browne et ...stochastic search algorithm for decision processes, to find an optimal solution in the decision ...a search tree of ...
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Structured parallel programming for Monte Carlo Tree Search
... Carlo Tree Search (MCTS) ...Re- search, and High Energy Physics, research has established that MCTS can find valu- able approximate answers without domain-dependent heuristics ...
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An Adaptive Anti collision Algorithm Based on Tracking Tree Search
... Tracking Tree Algorithm (ASCTTA) uses the idea of multi-slot response, while using the collision tracking tree to determine the specific collision, to determine the prefix of the next reader query; and ...
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Information Set Monte Carlo Tree Search
... These measurements, averaged across all 5000 deals, are pre- sented in Table II. It should be noted that these measurements are a function of the deal; the Þ rst measurement is exact for each deal, while the second ...
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Monte-Carlo Tree Search (MCTS) for Computer Go
... ● Interesting under strong time constraints ● Result: 60-40%.. Pondering[r] ...
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Which Space Partitioning Tree to Use for Search?
... this search process. Defeatist BSP-tree search has been explored with the spill tree [11], a binary tree with overlapping sibling nodes unlike the disjoint nodes in the usual ...The ...
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Clairvoyant Restarts in Branch-and-Bound Search Using Online Tree-Size Estimation
... online tree-size prediction is to treat the leaves obtained by the tree search procedure as if they had been obtained ...the search, supposing that samples are inde- pendent equates to ...
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Novel Approach for Arabic Spell Checker: Based on Radix Search Tree
... After developing a spell-checker using radix search tree technique. It is trained using training dataset and the accuracy is calculated for the developed spell-checker accordingly. Thus, the overall ...
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