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Ryan Amaral
ORCID
Publication Activity (10 Years)
Years Active: 2021-2022
Publications (10 Years): 4
Top Topics
Linear Value Function Approximation
Genetic Programming
Reinforcement Learning
Action Selection
Top Venues
GECCO Companion
GPTP
GECCO
CEC
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Publications
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Ryan Amaral
,
Alexandru Ianta
,
Caleidgh Bayer
,
Robert J. Smith
,
Malcolm I. Heywood
Benchmarking genetic programming in a multi-action reinforcement learning locomotion task.
GECCO Companion
(2022)
Alexandru Ianta
,
Ryan Amaral
,
Caleidgh Bayer
,
Robert J. Smith
,
Malcolm I. Heywood
On the impact of tangled program graph marking schemes under the atari reinforcement learning benchmark.
GECCO
(2021)
Robert J. Smith
,
Ryan Amaral
,
Malcolm I. Heywood
Evolving Simple Solutions to the CIFAR-10 Benchmark using Tangled Program Graphs.
CEC
(2021)
Caleidgh Bayer
,
Ryan Amaral
,
Robert J. Smith
,
Alexandru Ianta
,
Malcolm I. Heywood
Finding Simple Solutions to Multi-Task Visual Reinforcement Learning Problems with Tangled Program Graphs.
GPTP
(2021)