Concepedia

Marlos C. Machado

MC

19

Publications

931

Citations

16

H-Index

2011

Active since

Affiliations

University of Alberta(Current)

Google (United States)

Universidade Federal de Minas Gerais

Franklin & Marshall College

Université de Montréal

Marlos C. Machado is an author at University of Alberta specializing in engineering, artificial intelligence, and computer science.

Top concepts

EngineeringComputer ScienceArtificial IntelligenceMachine LearningIntelligent SystemsRobot LearningData ScienceDeep LearningGamesGame Theory

Publications per year

2011–2023

19

Publications

19

Autonomous navigation of stratospheric balloons using reinforcement learning

Marc G. Bellemare, Salvatore Candido, Pablo Samuel Castro et al. · Nature · 2020 · 264 citations

Automatic Navigation, Engineering, Aerospace Engineering +2

Generalization and Regularization in DQN

Jesse Farebrother, Marlos C. Machado, Michael Bowling · arXiv (Cornell University) · 2018 · 100 citations · Full text

Artificial Intelligence, Reward Hacking, Engineering +14

A Laplacian Framework for Option Discovery in Reinforcement Learning

Marlos C. Machado, Marc G. Bellemare, Michael Bowling · arXiv (Cornell University) · 2017 · 76 citations · Full text

Mathematical Programming, Artificial Intelligence, Reward Hacking +14

Eigenoption Discovery through the Deep Successor Representation

Marlos C. Machado, Clemens Rosenbaum, Xiaoxiao Guo et al. · arXiv (Cornell University) · 2017 · 61 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

State of the Art Control of Atari Games Using Shallow Reinforcement Learning

Yitao Liang, Marlos C. Machado, Erik Talvitie et al. · Adaptive Agents and Multi-Agents Systems · 2016 · 56 citations

Artificial Intelligence, Engineering, Machine Learning +19

Rows per page

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