Marlos C. Machado

9 papers at tracked venues · 9 at CORE A* · active 2024–2025

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Venues

ICLR ×4 AAAI ×2 NeurIPS ×2 ICML ×1

Frequent coauthors

Alex Lewandowski

×3

Dale Schuurmans

×3

Michal Bortkiewicz

×1

Saurabh Kumar

×1

András György

×1

Mateusz Ostaszewski

×1

Martin Klissarov

×1

Mikael Henaff

×1

Roberta Raileanu

×1

Shagun Sodhani

×1

Pascal Vincent

×1

Amy Zhang

×1

Papers

Learning Continually by Spectral Regularization
ICLR 2025 ·
Alex Lewandowski
,
Michal Bortkiewicz
,
Saurabh Kumar
,
András György
,
Dale Schuurmans
,
Mateusz Ostaszewski
, Marlos C. Machado
MaestroMotif: Skill Design from Artificial Intelligence Feedback
ICLR 2025 ·
Martin Klissarov
,
Mikael Henaff
,
Roberta Raileanu
,
Shagun Sodhani
,
Pascal Vincent
,
Amy Zhang
,
Pierre-Luc Bacon
,
Doina Precup
, Marlos C. Machado,
Pierluca D'Oro
Plastic Learning with Deep Fourier Features
ICLR 2025 ·
Alex Lewandowski
,
Dale Schuurmans
, Marlos C. Machado
Representation-driven Option Discovery in Reinforcement Learning
AAAI 2025 · Marlos C. Machado
Reward-Aware Proto-Representations in Reinforcement Learning
NeurIPS 2025 ·
Hon Tik Tse
,
Siddarth Chandrasekar
, Marlos C. Machado
The World Is Bigger! A Computationally-Embedded Perspective on the Big World Hypothesis
NeurIPS 2025 ·
Alex Lewandowski
,
Adtiya A. Ramesh
,
Edan Meyer
,
Dale Schuurmans
, Marlos C. Machado
Averaging n-step Returns Reduces Variance in Reinforcement Learning
ICML 2024 ·
Brett Daley
,
Martha White
, Marlos C. Machado
Proper Laplacian Representation Learning
ICLR 2024 ·
Diego Gomez
,
Michael Bowling
, Marlos C. Machado
Reward-Respecting Subtasks for Model-Based Reinforcement Learning (Abstract Reprint)
AAAI 2024 ·
Richard S. Sutton
, Marlos C. Machado,
G. Zacharias Holland
,
David Szepesvari
,
Finbarr Timbers
,
Brian Tanner
,
Adam White