Commit 573756fb authored by Joseph Walton-Rivers's avatar Joseph Walton-Rivers 🐦

update research page with paper abstract

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<h2>Evaluating and Modelling Hanabi Playing Agents</h2>
<p class="lead">The hanabi engine was described in the <a href="https://ieeexplore.ieee.org/abstract/document/7969465/">Evaluating and Modelling Hanabi-playing agents</a> paper in CEC 2017.</p>
<p>The hanabi engine was described in the <a href="https://ieeexplore.ieee.org/abstract/document/7969465/">Evaluating and Modelling Hanabi-playing agents</a> paper in CEC 2017.</p>
<ul class="list-inline">
<li class="list-inline-item"> <a href="http://www.diego-perez.net/papers/CEC-Hanabi.pdf">PDF</a> </li>
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<h2>Entrant's Papers</h2>
<p class="lead">These are papers written by competition entrants.</p>
<h3>Evolving Agents for the Hanabi 2018 CIG Competition</h3>
<p>Hanabi is a cooperative card game with hidden information that has won important awards in the industry and received some recent academic attention. A two-track competition of agents for the game will take place in the 2018 CIG conference. In this paper, we develop a genetic algorithm that builds rule-based agents by determining the best sequence of rules from a fixed rule set to use as strategy. In three separate experiments, we remove human assumptions regarding the ordering of rules, add new, more expressive rules to the rule set and independently evolve agents specialized at specific game sizes. As result, we achieve scores superior to previously published research for the mirror and mixed evaluation of agents.</p>
<ul class="list-inline">
<li class="list-inline-item"> <a href="https://ieeexplore.ieee.org/iel7/8473398/8490359/08490449.pdf">PDF</a> </li>
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<p class="text-muted">If you have written a paper using the framework, contact me and I'll add it to the list</p>
<p class="text-muted">If you have written a paper using the framework, <a href="https://blog.webpigeon.me.uk/contact/">contact me</a> and I'll add it to the list</p>
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<h2>Source Code</h2>
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