Dennis J. N. J. Soemers

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Maastricht University

General Board Game Concepts

Many games often share common ideas or aspects between them, such as the...
07/02/2021 ∙ by Éric Piette, et al. ∙ 0 ∙ share

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General Game Heuristic Prediction Based on Ludeme Descriptions

This paper investigates the performance of different general-game-playin...
05/26/2021 ∙ by Matthew Stephenson, et al. ∙ 0 ∙ share

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Transfer of Fully Convolutional Policy-Value Networks Between Games and Game Variants

In this paper, we use fully convolutional architectures in AlphaZero-lik...
02/24/2021 ∙ by Dennis J. N. J. Soemers, et al. ∙ 0 ∙ share

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Deep Learning for General Game Playing with Ludii and Polygames

Combinations of Monte-Carlo tree search and Deep Neural Networks, traine...
01/23/2021 ∙ by Dennis J. N. J. Soemers, et al. ∙ 0 ∙ share

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Ludii Game Logic Guide

This technical report outlines the fundamental workings of the game logi...
01/06/2021 ∙ by Éric Piette, et al. ∙ 3 ∙ share

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Strategic Features for General Games

This short paper describes an ongoing research project that requires the...
01/04/2021 ∙ by Cameron Browne, et al. ∙ 0 ∙ share

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Manipulating the Distributions of Experience used for Self-Play Learning in Expert Iteration

Expert Iteration (ExIt) is an effective framework for learning game-play...
05/30/2020 ∙ by Dennis J. N. J. Soemers, et al. ∙ 0 ∙ share

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Ludii as a Competition Platform

Ludii is a general game system being developed as part of the ERC-funded...
06/29/2019 ∙ by Matthew Stephenson, et al. ∙ 0 ∙ share

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Ludii and XCSP: Playing and Solving Logic Puzzles

Many of the famous single-player games, commonly called puzzles, can be ...
06/29/2019 ∙ by Cédric Piette, et al. ∙ 0 ∙ share

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An Empirical Evaluation of Two General Game Systems: Ludii and RBG

Although General Game Playing (GGP) systems can facilitate useful resear...
06/29/2019 ∙ by Éric Piette, et al. ∙ 0 ∙ share

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An Overview of the Ludii General Game System

The Digital Ludeme Project (DLP) aims to reconstruct and analyse over 10...
06/29/2019 ∙ by Matthew Stephenson, et al. ∙ 0 ∙ share

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Foundations of Digital Archæoludology

Digital Archaeoludology (DAL) is a new field of study involving the anal...
05/31/2019 ∙ by Cameron Browne, et al. ∙ 0 ∙ share

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Learning Policies from Self-Play with Policy Gradients and MCTS Value Estimates

In recent years, state-of-the-art game-playing agents often involve poli...
05/14/2019 ∙ by Dennis J. N. J. Soemers, et al. ∙ 0 ∙ share

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Ludii - The ludemic General Game System

While current General Game Playing (GGP) systems facilitate useful resea...
05/13/2019 ∙ by Éric Piette, et al. ∙ 0 ∙ share

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Biasing MCTS with Features for General Games

This paper proposes using a linear function approximator, rather than a ...
03/21/2019 ∙ by Dennis J. N. J. Soemers, et al. ∙ 0 ∙ share

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Dennis J. N. J. Soemers

Featured Co-authors

Simon M. Lucas

Olivier Teytaud

Matthew Stephenson

Cameron Browne

Éric Piette

Steven Kelk

Abdallah Saffidine

Vegard Mella

Mark H. M. Winands

Cédric Piette

Chiara F. Sironi

General Board Game Concepts

General Game Heuristic Prediction Based on Ludeme Descriptions

Transfer of Fully Convolutional Policy-Value Networks Between Games and Game Variants

Deep Learning for General Game Playing with Ludii and Polygames

Ludii Game Logic Guide

Strategic Features for General Games

Manipulating the Distributions of Experience used for Self-Play Learning in Expert Iteration

Ludii as a Competition Platform

Ludii and XCSP: Playing and Solving Logic Puzzles

An Empirical Evaluation of Two General Game Systems: Ludii and RBG

An Overview of the Ludii General Game System

Foundations of Digital Archæoludology

Learning Policies from Self-Play with Policy Gradients and MCTS Value Estimates

Ludii - The ludemic General Game System

Biasing MCTS with Features for General Games