Robert J. Smith

Orcid: 0000-0003-0250-9444

Affiliations:
  • Dalhousie University, Halifax, NS, Canada


According to our database1, Robert J. Smith authored at least 15 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Interpreting Tangled Program Graphs Under Partially Observable Dota 2 Invoker Tasks.
IEEE Trans. Artif. Intell., April, 2024

Emergent Braitenberg-style Behaviours for Navigating the ViZDoom 'My Way Home' Labyrinth.
CoRR, 2024

2022
Benchmarking genetic programming in a multi-action reinforcement learning locomotion task.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021
Emergent Tangled Program Graphs in Partially Observable Recursive Forecasting and ViZDoom Navigation Tasks.
ACM Trans. Evol. Learn. Optim., 2021

Finding Simple Solutions to Multi-Task Visual Reinforcement Learning Problems with Tangled Program Graphs.
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.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Evolving Simple Solutions to the CIFAR-10 Benchmark using Tangled Program Graphs.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2019
Evolving a Dota 2 Hero Bot with a Probabilistic Shared Memory Model.
Proceedings of the Genetic Programming Theory and Practice XVII [GPTP 2019, 2019

Evolving dota 2 shadow fiend bots using genetic programming with external memory.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

A Model of External Memory for Navigation in Partially Observable Visual Reinforcement Learning Tasks.
Proceedings of the Genetic Programming - 22nd European Conference, 2019

2018
Emergent Policy Discovery for Visual Reinforcement Learning Through Tangled Program Graphs: A Tutorial.
Proceedings of the Genetic Programming Theory and Practice XVI, 2018

Scaling Tangled Program Graphs to Visual Reinforcement Learning in ViZDoom.
Proceedings of the Genetic Programming - 21st European Conference, 2018

2017
Coevolving deep hierarchies of programs to solve complex tasks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
Initiating a Moving Target Network Defense with a Real-time Neuro-evolutionary Detector.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Discovering Rubik's Cube Subgroups using Coevolutionary GP: A Five Twist Experiment.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016


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