Search Results for author: L. B. Soros

Found 6 papers, 3 papers with code

CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders

1 code implementation28 Jun 2021 Kevin Frans, L. B. Soros, Olaf Witkowski

This work presents CLIPDraw, an algorithm that synthesizes novel drawings based on natural language input.

Selecting for Selection: Learning To Balance Adaptive and Diversifying Pressures in Evolutionary Search

no code implementations16 Jun 2021 Kevin Frans, L. B. Soros, Olaf Witkowski

Inspired by natural evolution, evolutionary search algorithms have proven remarkably capable due to their dual abilities to radiantly explore through diverse populations and to converge to adaptive pressures.

Exploring open-ended gameplay features with Micro RollerCoaster Tycoon

no code implementations10 May 2021 Michael Cerny Green, Victoria Yen, Sam Earle, Dipika Rajesh, Maria Edwards, L. B. Soros

This paper introduces MicroRCT, a novel open source simulator inspired by the theme park sandbox game RollerCoaster Tycoon.

Say "Sul Sul!" to SimSim, A Sims-Inspired Platform for Sandbox Game AI

no code implementations25 Aug 2020 Megan Charity, Dipika Rajesh, Rachel Ombok, L. B. Soros

This paper proposes environment design in the life simulation game The Sims as a novel platform and challenge for testing divergent search algorithms.

Co-generation of game levels and game-playing agents

1 code implementation16 Jul 2020 Aaron Dharna, Julian Togelius, L. B. Soros

This paper introduces a POET-Inspired Neuroevolutionary System for KreativitY (PINSKY) in games, which co-generates levels for multiple video games and agents that play them.

Artificial Life

Mapping Hearthstone Deck Spaces through MAP-Elites with Sliding Boundaries

1 code implementation24 Apr 2019 Matthew C. Fontaine, Scott Lee, L. B. Soros, Fernando De Mesentier Silva, Julian Togelius, Amy K. Hoover

Quality diversity (QD) algorithms such as MAP-Elites have emerged as a powerful alternative to traditional single-objective optimization methods.

Cannot find the paper you are looking for? You can Submit a new open access paper.