Quantifying and Understanding Adversarial Examples in Discrete Input Spaces
Kuleshov, Volodymyr, Nikishin, Evgenii, Thakoor, Shantanu, Lau, Tingfung, Ermon, Stefano
Published in arXiv.org (12.12.2021)
Published in arXiv.org (12.12.2021)
Get full text
Paper
Journal Article
Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition
Chandak, Yash, Thakoor, Shantanu, Guo, Zhaohan Daniel, Tang, Yunhao, Munos, Remi, Dabney, Will, Borsa, Diana L
Published in arXiv.org (02.05.2023)
Published in arXiv.org (02.05.2023)
Get full text
Paper
Journal Article
Generalised Policy Improvement with Geometric Policy Composition
Thakoor, Shantanu, Rowland, Mark, Borsa, Diana, Dabney, Will, Munos, Rémi, Barreto, André
Published in arXiv.org (17.06.2022)
Published in arXiv.org (17.06.2022)
Get full text
Paper
Journal Article
Relax, it doesn't matter how you get there: A new self-supervised approach for multi-timescale behavior analysis
Azabou, Mehdi, Mendelson, Michael, Nauman Ahad, Sorokin, Maks, Thakoor, Shantanu, Urzay, Carolina, Dyer, Eva L
Published in arXiv.org (15.03.2023)
Published in arXiv.org (15.03.2023)
Get full text
Paper
Journal Article
Half-Hop: A graph upsampling approach for slowing down message passing
Azabou, Mehdi, Venkataramana Ganesh, Thakoor, Shantanu, Chi-Heng, Lin, Sathidevi, Lakshmi, Liu, Ran, Valko, Michal, Veličković, Petar, Dyer, Eva L
Published in arXiv.org (17.08.2023)
Published in arXiv.org (17.08.2023)
Get full text
Paper
Journal Article
Half-Hop: A graph upsampling approach for slowing down message passing
Azabou, Mehdi, Ganesh, Venkataramana, Thakoor, Shantanu, Lin, Chi-Heng, Sathidevi, Lakshmi, Liu, Ran, Valko, Michal, Veličković, Petar, Dyer, Eva L
Published in Proceedings of machine learning research (01.07.2023)
Get full text
Published in Proceedings of machine learning research (01.07.2023)
Journal Article
Learning Behavior Representations Through Multi-Timescale Bootstrapping
Azabou, Mehdi, Mendelson, Michael, Sorokin, Maks, Thakoor, Shantanu, Nauman Ahad, Urzay, Carolina, Dyer, Eva L
Published in arXiv.org (14.06.2022)
Published in arXiv.org (14.06.2022)
Get full text
Paper
Journal Article
Large-Scale Representation Learning on Graphs via Bootstrapping
Thakoor, Shantanu, Tallec, Corentin, Azar, Mohammad Gheshlaghi, Azabou, Mehdi, Dyer, Eva L, Munos, Rémi, Veličković, Petar, Valko, Michal
Year of Publication 12.02.2021
Year of Publication 12.02.2021
Get full text
Journal Article
Counterfactual Credit Assignment in Model-Free Reinforcement Learning
Mesnard, Thomas, Weber, Théophane, Viola, Fabio, Thakoor, Shantanu, Saade, Alaa, Harutyunyan, Anna, Dabney, Will, Stepleton, Tom, Heess, Nicolas, Guez, Arthur, Moulines, Éric, Hutter, Marcus, Buesing, Lars, Munos, Rémi
Published in arXiv.org (14.12.2021)
Published in arXiv.org (14.12.2021)
Get full text
Paper
Journal Article
BYOL-Explore: Exploration by Bootstrapped Prediction
Guo, Zhaohan Daniel, Thakoor, Shantanu, Pîslar, Miruna, Bernardo Avila Pires, Altché, Florent, Tallec, Corentin, Saade, Alaa, Calandriello, Daniele, Jean-Bastien Grill, Tang, Yunhao, Valko, Michal, Munos, Rémi, Azar, Mohammad Gheshlaghi, Piot, Bilal
Published in arXiv.org (16.06.2022)
Published in arXiv.org (16.06.2022)
Get full text
Paper
Journal Article
Understanding Self-Predictive Learning for Reinforcement Learning
Tang, Yunhao, Guo, Zhaohan Daniel, Pierre Harvey Richemond, Bernardo Ávila Pires, Chandak, Yash, Munos, Rémi, Rowland, Mark, Azar, Mohammad Gheshlaghi, Charline Le Lan, Lyle, Clare, György, András, Thakoor, Shantanu, Dabney, Will, Piot, Bilal, Calandriello, Daniele, Valko, Michal
Published in arXiv.org (06.12.2022)
Published in arXiv.org (06.12.2022)
Get full text
Paper
Journal Article
Geometric Entropic Exploration
Guo, Zhaohan Daniel, Azar, Mohammad Gheshlaghi, Saade, Alaa, Thakoor, Shantanu, Piot, Bilal, Bernardo Avila Pires, Valko, Michal, Mesnard, Thomas, Lattimore, Tor, Munos, Rémi
Published in arXiv.org (07.01.2021)
Published in arXiv.org (07.01.2021)
Get full text
Paper
Journal Article
EXPLORATION BY BOOTSTEPPED PREDICTION
GUO, Zhaohan, PÎSLAR, Miruna, TALLEC, Corentin, THAKOOR, Shantanu Yogeshraj, AZAR, Mohammad Gheshlaghi, ALTCHÉ, Florent, PIOT, Bilal, PIRES, Bernardo Avila
Year of Publication 23.11.2023
Get full text
Year of Publication 23.11.2023
Patent
Large-scale graph representation learning with very deep GNNs and self-supervision
Ravichandra Addanki, Battaglia, Peter W, Budden, David, Deac, Andreea, Godwin, Jonathan, Keck, Thomas, Wai Lok Sibon Li, Sanchez-Gonzalez, Alvaro, Stott, Jacklynn, Thakoor, Shantanu, Veličković, Petar
Published in arXiv.org (20.07.2021)
Published in arXiv.org (20.07.2021)
Get full text
Paper
Journal Article