Ryan Amaral

According to our database, Ryan Amaral authored at least 4 papers between 2021 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Benchmarking genetic programming in a multi-action reinforcement learning locomotion task.

Ryan Amaral, Alexandru Ianta, Caleidgh Bayer, Robert J. Smith, Malcolm I. Heywood

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Finding Simple Solutions to Multi-Task Visual Reinforcement Learning Problems with Tangled Program Graphs.

Caleidgh Bayer, Ryan Amaral, Robert J. Smith, Alexandru Ianta, Malcolm I. Heywood

Proceedings of the Genetic Programming Theory and Practice XVIII [GPTP 2021]., 2021

On the impact of tangled program graph marking schemes under the atari reinforcement learning benchmark.

Alexandru Ianta, Ryan Amaral, Caleidgh Bayer, Robert J. Smith, Malcolm I. Heywood

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Evolving Simple Solutions to the CIFAR-10 Benchmark using Tangled Program Graphs.

Robert J. Smith, Ryan Amaral, Malcolm I. Heywood

Proceedings of the IEEE Congress on Evolutionary Computation, 2021