Marlos C. Machado
22 papers · 2016–2025 · 8 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 9 separate collaboration groups - the largest holds only 36% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Marlos C. Machado?
5 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Michael Bowling, Marc G. Bellemare, Martin Klissarov
8 papers
· 2017–2025
· ICLR, ICML, JMLR
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MaestroMotif: Skill Design from Artificial Intelligence Feedback
ICLR 2025
Proper Laplacian Representation Learning
ICLR 2024
Deep Laplacian-based Options for Temporally-Extended Exploration
ICML 2023
Temporal Abstraction in Reinforcement Learning with the Successor Representation
JMLR 2023
Count-Based Exploration with the Successor Representation
AAAI 2020
On Bonus Based Exploration Methods In The Arcade Learning Environment
ICLR 2020
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents (Extended Abstract)
IJCAI 2018
A Laplacian Framework for Option Discovery in Reinforcement Learning
ICML 2017
4 papers whose co-authors appear nowhere else under this name
Representation-driven Option Discovery in Reinforcement Learning
AAAI 2025
Temporal abstractions-augmented temporally contrastive learning: An alternative to the Laplacian in RL
UAI 2022
Exploration in Reinforcement Learning with Deep Covering Options
ICLR 2020
Eigenoption Discovery through the Deep Successor Representation
ICLR 2018