AB
Adrià Puigdomènech Badia
cs.LGstat.MLcs.AIcs.CLcs.CVcs.DS
On Valency
published · living versionsW_2wg6hmz9·v1 · currentpublished
Asynchronous Methods for Deep Reinforcement Learning
with Volodymyr Mnih, Mehdi Mirza, Alex Graves, Timothy P. Lillicrap +3
1 version
Preprints & journals
14 papers in the corpus · 2016–2024Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context2403.05530v5 · Gemini Team Google: Petko Georgiev, Ving Ian Lei, Ryan Burnell et al.2024 · 302 citationsarXiv
Gemini: A Family of Highly Capable Multimodal Models2312.11805v5 · Gemini Team Google: Rohan Anil, Sebastian Borgeaud, Jean-Baptiste Alayrac et al.2023 · 988 citationsarXiv
Human-level Atari 200x faster2209.07550v1 · Steven Kapturowski, V'ictor Campos, Ray Jiang et al.2022 · 4 citationsarXiv
The CLRS Algorithmic Reasoning Benchmark2205.15659v2 · Petar Velickovi'c, Adria Puigdomenech Badia, David Budden et al.2022 · 9 citationsarXiv
Retrieval-Augmented Reinforcement Learning2202.08417v4 · Anirudh Goyal, Abram L. Friesen, Andrea Banino et al.2022 · 23 citationsarXiv
Beyond Fine-Tuning: Transferring Behavior in Reinforcement Learning2102.13515v3 · V'ictor Campos, Pablo Sprechmann, Steven Hansen et al.2021 · 13 citationsarXiv
Agent57: Outperforming the Atari Human Benchmark2003.13350v1 · Adria Puigdomenech Badia, Bilal Piot, Steven Kapturowski et al.2020 · 215 citationsarXiv
Never Give Up: Learning Directed Exploration Strategies2002.06038v1 · Adria Puigdomenech Badia, Pablo Sprechmann, Alex Vitvitskyi et al.2020 · 169 citationsarXiv
MEMO: A Deep Network for Flexible Combination of Episodic Memories2001.10913v1 · Andrea Banino, Adria Puigdomenech Badia, Raphael Koster et al.2020 · 17 citationsarXiv
Generalization of Reinforcement Learners with Working and Episodic Memory1910.13406v2 · Meire Fortunato, Melissa Tan, Ryan Faulkner et al.2019 · 35 citations33rd Conference on Neural Information Processing Systems (Neurips 2019)
Memory-based Parameter Adaptation1802.10542v1 · Pablo Sprechmann, Siddhant M. Jayakumar, Jack W. Rae et al.2018 · 54 citationsarXiv
Imagination-Augmented Agents for Deep Reinforcement Learning1707.06203v2 · Th'eophane Weber, S'ebastien Racaniere, David P. Reichert et al.2017 · 351 citationsarXiv
Hybrid computing using a neural network with dynamic external memory.27732574 · Graves, Alex, Wayne, Greg, Reynolds, Malcolm et al.2017 · 1,410 citationsNature. 2016;538(7626):471-476
Asynchronous Methods for Deep Reinforcement Learning1602.01783v2 · Volodymyr Mnih, Adria Puigdomenech Badia, Mehdi Mirza et al.2016 · 7,131 citationsICML 2016on Valency
Career total: 16 works. 14 are in this corpus.
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