Quantum Physics · Physics
Optimizing Quantum Annealing Schedules with Monte Carlo Tree Search enhanced with neural networks
Yu-Qin Chen, Yu Chen, Chee-Kong Lee, Shengyu Zhang +1
2022-01-13
Quantum Physics · Physics
Automated Quantum Circuit Design with Nested Monte Carlo Tree Search
Pei-Yong Wang, Muhammad Usman, Udaya Parampalli, Lloyd C. L. Hollenberg +1
2023-05-10
Distributed, Parallel, and Cluster Computing · Computer Science
A New Method for Parallel Monte Carlo Tree Search
S. Ali Mirsoleimani, Aske Plaat, Jaap van den Herik, Jos Vermaseren
2016-05-17
Artificial Intelligence · Computer Science
Exploring search space trees using an adapted version of Monte Carlo tree search for combinatorial optimization problems
Jorik Jooken, Pieter Leyman, Tony Wauters, Patrick De Causmaecker
2022-11-17
Artificial Intelligence · Computer Science
Combining Simulated Annealing and Monte Carlo Tree Search for Expression Simplification
Ben Ruijl, Jos Vermaseren, Aske Plaat, Jaap van den Herik
2013-12-04
Artificial Intelligence · Computer Science
Monte Carlo Tree Search Algorithms for Risk-Aware and Multi-Objective Reinforcement Learning
Conor F. Hayes, Mathieu Reymond, Diederik M. Roijers, Enda Howley +1
2022-12-07
Artificial Intelligence · Computer Science
A Bayesian Approach to Online Planning
Nir Greshler, David Ben Eli, Carmel Rabinovitz, Gabi Guetta +3
2024-06-05
Quantum Physics · Physics
From quantum-enhanced to quantum-inspired Monte Carlo
Johannes Christmann, Petr Ivashkov, Mattia Chiurco, Guglielmo Mazzola
2025-07-01
Quantum Physics · Physics
Markov Chain Monte-Carlo Enhanced Variational Quantum Algorithms
Taylor L. Patti, Omar Shehab, Khadijeh Najafi, Susanne F. Yelin
2022-02-02
Computation and Language · Computer Science
LiteSearch: Efficacious Tree Search for LLM
Ante Wang, Linfeng Song, Ye Tian, Baolin Peng +4
2024-07-02
Quantum Physics · Physics
AlphaRouter: Quantum Circuit Routing with Reinforcement Learning and Tree Search
Wei Tang, Yiheng Duan, Yaroslav Kharkov, Rasool Fakoor +2
2024-10-08
Machine Learning · Computer Science
Graph Sparsifications using Neural Network Assisted Monte Carlo Tree Search
Alvin Chiu, Mithun Ghosh, Reyan Ahmed, Kwang-Sung Jun +2
2023-11-20
Databases · Computer Science
Practical MCTS-based Query Optimization: A Reproducibility Study and new MCTS algorithm for complex queries
Vladimir Burlakov, Alena Rybakina, Sergey Kudashev, Konstantin Gilev +3
2026-03-18
Artificial Intelligence · Computer Science
A Monte Carlo AIXI Approximation
Joel Veness, Kee Siong Ng, Marcus Hutter, William Uther +1
2010-12-30