Simon M. Lucas | DeepAI

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∙ 06/25/2021

Predictive Control Using Learned State Space Models via Rolling Horizon Evolution

A large part of the interest in model-based reinforcement learning deriv...

0 Alvaro Ovalle, et al. ∙

∙ 08/10/2020

Cross-Platform Games in Kotlin

This demo paper describes a simple and practical approach to writing cro...

0 Simon M. Lucas, et al. ∙

∙ 07/18/2020

Modulation of viability signals for self-regulatory control

We revisit the role of instrumental value as a driver of adaptive behavi...

0 Alvaro Ovalle, et al. ∙

∙ 05/22/2020

Evaluating Generalisation in General Video Game Playing

The General Video Game Artificial Intelligence (GVGAI) competition has b...

1 Martin Balla, et al. ∙

∙ 04/15/2020

Bootstrapped model learning and error correction for planning with uncertainty in model-based RL

Having access to a forward model enables the use of planning algorithms ...

0 Alvaro Ovalle, et al. ∙

∙ 03/31/2020

Enhanced Rolling Horizon Evolution Algorithm with Opponent Model Learning: Results for the Fighting Game AI Competition

The Fighting Game AI Competition (FTGAIC) provides a challenging benchma...

0 Zhentao Tang, et al. ∙

∙ 03/27/2020

Rolling Horizon Evolutionary Algorithms for General Video Game Playing

Game-playing Evolutionary Algorithms, specifically Rolling Horizon Evolu...

4 Raluca D. Gaina, et al. ∙

∙ 09/01/2019

Learning Local Forward Models on Unforgiving Games

This paper examines learning approaches for forward models based on loca...

4 Alexander Dockhorn, et al. ∙

∙ 06/10/2019

Project Thyia: A Forever Gameplayer

The space of Artificial Intelligence entities is dominated by conversati...

5 Raluca D. Gaina, et al. ∙

∙ 05/31/2019

Foundations of Digital Archæoludology

Digital Archaeoludology (DAL) is a new field of study involving the anal...

0 Cameron Browne, et al. ∙

∙ 04/24/2019

Tile Pattern KL-Divergence for Analysing and Evolving Game Levels

This paper provides a detailed investigation of using the Kullback-Leibl...

0 Simon M. Lucas, et al. ∙

∙ 03/29/2019

A Local Approach to Forward Model Learning: Results on the Game of Life Game

This paper investigates the effect of learning a forward model on the pe...

8 Simon M. Lucas, et al. ∙

∙ 01/03/2019

Efficient Evolutionary Methods for Game Agent Optimisation: Model-Based is Best

This paper introduces a simple and fast variant of Planet Wars as a test...

20 Simon M. Lucas, et al. ∙

∙ 06/22/2018

Game AI Research with Fast Planet Wars Variants

This paper describes a new implementation of Planet Wars, designed from ...

0 Simon M. Lucas, et al. ∙

∙ 05/02/2018

Evolving Mario Levels in the Latent Space of a Deep Convolutional Generative Adversarial Network

Generative Adversarial Networks (GANs) are a machine learning approach c...

0 Vanessa Volz, et al. ∙

∙ 02/28/2018

General Video Game AI: a Multi-Track Framework for Evaluating Agents, Games and Content Generation Algorithms

General Video Game Playing (GVGP) aims at designing an agent that is cap...

0 Diego Pérez-Liébana, et al. ∙

∙ 02/16/2018

The N-Tuple Bandit Evolutionary Algorithm for Game Agent Optimisation

This paper describes the N-Tuple Bandit Evolutionary Algorithm (NTBEA), ...

0 Simon M. Lucas, et al. ∙

∙ 08/07/2017

Efficient Noisy Optimisation with the Sliding Window Compact Genetic Algorithm

The compact genetic algorithm is an Estimation of Distribution Algorithm...

0 Simon M. Lucas, et al. ∙

∙ 06/13/2017

Evaluating Noisy Optimisation Algorithms: First Hitting Time is Problematic

A key part of any evolutionary algorithm is fitness evaluation. When fit...

0 Simon M. Lucas, et al. ∙

∙ 04/24/2017

Analysis of Vanilla Rolling Horizon Evolution Parameters in General Video Game Playing

Monte Carlo Tree Search techniques have generally dominated General Vide...

0 Raluca D. Gaina, et al. ∙

∙ 04/24/2017

Evaluating and Modelling Hanabi-Playing Agents

Agent modelling involves considering how other agents will behave, in or...

0 Joseph Walton-Rivers, et al. ∙

∙ 04/23/2017

General Video Game AI: Learning from Screen Capture

General Video Game Artificial Intelligence is a general game playing fra...

0 Kamolwan Kunanusont, et al. ∙

∙ 04/23/2017

Population Seeding Techniques for Rolling Horizon Evolution in General Video Game Playing

While Monte Carlo Tree Search and closely related methods have dominated...

0 Rauca D. Gaina, et al. ∙

∙ 09/08/2016

Ms. Pac-Man Versus Ghost Team CIG 2016 Competition

This paper introduces the revival of the popular Ms. Pac-Man Versus Ghos...

0 Piers R. Williams, et al. ∙

∙ 07/22/2016

Optimal resampling for the noisy OneMax problem

The OneMax problem is a standard benchmark optimisation problem for a bi...

0 Jialin Liu, et al. ∙

∙ 07/06/2016

Rolling Horizon Coevolutionary Planning for Two-Player Video Games

This paper describes a new algorithm for decision making in two-player r...

0 Jialin Liu, et al. ∙

∙ 06/20/2016

Bandit-Based Random Mutation Hill-Climbing

The Random Mutation Hill-Climbing algorithm is a direct search technique...

0 Jialin Liu, et al. ∙

∙ 11/02/2006

Evolving controllers for simulated car racing

This paper describes the evolution of controllers for racing a simulated...

0 Julian Togelius, et al. ∙

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