Search Results for author: Aaron Dharna

Found 4 papers, 2 papers with code

Watts: Infrastructure for Open-Ended Learning

1 code implementation28 Apr 2022 Aaron Dharna, Charlie Summers, Rohin Dasari, Julian Togelius, Amy K. Hoover

This paper proposes a framework called Watts for implementing, comparing, and recombining open-ended learning (OEL) algorithms.

Benchmarking

Transfer Dynamics in Emergent Evolutionary Curricula

no code implementations3 Mar 2022 Aaron Dharna, Amy K Hoover, Julian Togelius, L. B. Soros

Furthermore, we analyze the impact of the minimal criterion on generated level diversity and inter-species transfer.

Artificial Life

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

Can Machines “Learn” Halide Perovskite Crystal Formation without Accurate Physicochemical Features?

no code implementations26 May 2020 Ian M. Pendleton, Mary K. Caucci, Michael Tynes, Aaron Dharna, Mansoor Ani Najeeb Nellikkal, Zhi Li, Emory M. Chan, Alexander J. Norquist, and Joshua Schrier

To address limitations in previous work, we developed an improved description of the reactant concentrations in the experiments (validated against experimental observations) and performed experiments quantifying the excess volume of mixing of γ-butyrolactone/formic acid mixtures used in the perovskite syntheses.

Benchmarking

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