Concepedia

Gerhard Holland

GH

Statistics

Publications

4

Citations

164

H-Index

4

Active since

2017

Affiliations

University of Alberta(Current)

Gerhard Holland is an author at University of Alberta specializing in robot learning, artificial intelligence, and engineering.

Top concepts

EngineeringRobot LearningComputer ScienceArtificial IntelligencePlanningMachine LearningCognitive ScienceIntelligent SystemsModel-based LearningGames

Publications per year

2017–2023

4

Publications

4

Multi-Step Reinforcement Learning: A Unifying Algorithm

Kristopher De Asis, Juan Hernandez-Garcia, Gerhard Holland et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 105 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

The Effect of Planning Shape on Dyna-style Planning in High-dimensional State Spaces

Gerhard Holland, Michael Bowling · arXiv (Cornell University) · 2018 · 26 citations · Full text

Artificial Intelligence, Engineering, Geometry +30

Multi-step Reinforcement Learning: A Unifying Algorithm

Kristopher De Asis, J. Fernando Hernandez-Garcia, Gerhard Holland et al. · arXiv (Cornell University) · 2017 · 18 citations · Full text

Reward-respecting subtasks for model-based reinforcement learning

Richard S. Sutton, Marlos C. Machado, Gerhard Holland et al. · Artificial Intelligence · 2023 · 15 citations · Full text

Model-based Learning, Artificial Intelligence, Cognitive Science +14

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