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 Nicolas Le Roux, Pablo Samuel Castro, Dibya Ghosh
4 papers
· 2020–2022
· AISTATS, ICML, ICLR
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A general class of surrogate functions for stable and efficient reinforcement learning
AISTATS 2022
Beyond Variance Reduction: Understanding the True Impact of Baselines on Policy Optimization
ICML 2021
Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning
ICLR 2021
An operator view of policy gradient methods
NeurIPS 2020
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