Martin Müller

University of Alberta

12 papers in the IJCAI proceedings

IJCAI 2024

Expected Work Search: Combining Win Rate and Proof Size Estimation

with Owen Randall, Ting-Han Wei, Ryan Hayward

doi:10.24963/ijcai.2024/774

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IJCAI 2019

On Principled Entropy Exploration in Policy Optimization

with Jincheng Mei, Chenjun Xiao, Ruitong Huang, Dale Schuurmans

doi:10.24963/ijcai.2019/434

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IJCAI 2018

Three-Head Neural Network Architecture for Monte Carlo Tree Search

with Chao Gao, Ryan Hayward

doi:10.24963/ijcai.2018/523

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IJCAI 2017

Additive Merge-and-Shrink Heuristics for Diverse Action Costs

with Gaojian Fan, Robert Holte

doi:10.24963/ijcai.2017/599

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Focused Depth-first Proof Number Search using Convolutional Neural Networks for the Game of Hex

with Chao Gao, Ryan Hayward

doi:10.24963/ijcai.2017/513

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IJCAI 2013

Towards a Second Generation Random Walk Planner: An Experimental Exploration

with Hootan Nakhost

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IJCAI 2009

Monte-Carlo Exploration for Deterministic Planning

with Hootan Nakhost

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IJCAI 2007

Fast Planning with Iterative Macros

with Adi Botea, Jonathan Schaeffer

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Lambda Depth-First Proof Number Search and Its Application to Go

with Kazuki Yoshizoe, Akihiro Kishimoto

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Reinforcement Learning of Local Shape in the Game of Go

with David Silver, Richard S. Sutton

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IJCAI 2005

Solving Checkers

with Jonathan Schaeffer, Yngvi Björnsson, Neil Burch, Akihiro Kishimoto, Robert Lake, Paul Lu, Steve Sutphen

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IJCAI 1999

Decomposition Search: A Combinatorial Games Approach to Game Tree Search, with Applications to Solving Go Endgames

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