Marcin Andrychowicz

49 papers A* 7A 2B 2Journal 28Unranked 10
YearRankTypeTitle / Venue / Authors
2023 J jnl
Deep Learning for Day Forecasts from Sparse Observations.
CoRR
Marcin Andrychowicz, Lasse Espeholt, Di Li, Samier Merchant, Alex Merose, Fred Zyda, Shreya Agrawal, Nal Kalchbrenner
2022 A conf
Implicitly Regularized RL with Implicit Q-values.
AISTATS
Nino Vieillard, Marcin Andrychowicz, Anton Raichuk, Olivier Pietquin, Matthieu Geist
2021 J jnl
Continuous Control With Ensemble Deep Deterministic Policy Gradients.
CoRR
Piotr Januszewski, Mateusz Olko, Michal Królikowski, Jakub Swiatkowski, Marcin Andrychowicz, Lukasz Kucinski, Piotr Milos
2021 A* conf
Hyperparameter Selection for Imitation Learning.
ICML
Léonard Hussenot, Marcin Andrychowicz, Damien Vincent, Robert Dadashi, Anton Raichuk, Sabela Ramos, Nikola Momchev, Sertan Girgin, Raphaël Marinier, Lukasz Stafiniak, Manu Orsini, Olivier Bachem, Matthieu Geist, Olivier Pietquin
2021 J jnl
Hyperparameter Selection for Imitation Learning.
CoRR
Léonard Hussenot, Marcin Andrychowicz, Damien Vincent, Robert Dadashi, Anton Raichuk, Lukasz Stafiniak, Sertan Girgin, Raphaël Marinier, Nikola Momchev, Sabela Ramos, Manu Orsini, Olivier Bachem, Matthieu Geist, Olivier Pietquin
2021 J jnl
Implicitly Regularized RL with Implicit Q-Values.
CoRR
Nino Vieillard, Marcin Andrychowicz, Anton Raichuk, Olivier Pietquin, Matthieu Geist
2021 A* conf
What Matters for Adversarial Imitation Learning?
NeurIPS
Manu Orsini, Anton Raichuk, Léonard Hussenot, Damien Vincent, Robert Dadashi, Sertan Girgin, Matthieu Geist, Olivier Bachem, Olivier Pietquin, Marcin Andrychowicz
2021 J jnl
What Matters for Adversarial Imitation Learning?
CoRR
Manu Orsini, Anton Raichuk, Léonard Hussenot, Damien Vincent, Robert Dadashi, Sertan Girgin, Matthieu Geist, Olivier Bachem, Olivier Pietquin, Marcin Andrychowicz
2021 A* conf
What Matters for On-Policy Deep Actor-Critic Methods? A Large-Scale Study.
ICLR
Marcin Andrychowicz, Anton Raichuk, Piotr Stanczyk, Manu Orsini, Sertan Girgin, Raphaël Marinier, Léonard Hussenot, Matthieu Geist, Olivier Pietquin, Marcin Michalski, Sylvain Gelly, Olivier Bachem
2020 J jnl
Learning dexterous in-hand manipulation.
Int. J. Robotics Res.
Marcin Andrychowicz, Bowen Baker, Maciek Chociej, Rafal Józefowicz, Bob McGrew, Jakub Pachocki, Arthur Petron, Matthias Plappert, Glenn Powell, Alex Ray, Jonas Schneider, Szymon Sidor, Josh Tobin, Peter Welinder, Lilian Weng, Wojciech Zaremba
2020 J jnl
What Matters In On-Policy Reinforcement Learning? A Large-Scale Empirical Study.
CoRR
Marcin Andrychowicz, Anton Raichuk, Piotr Stanczyk, Manu Orsini, Sertan Girgin, Raphaël Marinier, Léonard Hussenot, Matthieu Geist, Olivier Pietquin, Marcin Michalski, Sylvain Gelly, Olivier Bachem
2019 J jnl
Solving Rubik's Cube with a Robot Hand.
CoRR
OpenAI, Ilge Akkaya, Marcin Andrychowicz, Maciek Chociej, Mateusz Litwin, Bob McGrew, Arthur Petron, Alex Paino, Matthias Plappert, Glenn Powell, Raphael Ribas, Jonas Schneider, Nikolas Tezak, Jerry Tworek, Peter Welinder, Lilian Weng, Qiming Yuan, Wojciech Zaremba, Lei Zhang
2018 — conf
Asymmetric Actor Critic for Image-Based Robot Learning.
Robotics: Science and Systems
Lerrel Pinto, Marcin Andrychowicz, Peter Welinder, Wojciech Zaremba, Pieter Abbeel
2018 A conf
Domain Randomization and Generative Models for Robotic Grasping.
IROS
Josh Tobin, Lukas Biewald, Rocky Duan, Marcin Andrychowicz, Ankur Handa, Vikash Kumar, Bob McGrew, Alex Ray, Jonas Schneider, Peter Welinder, Wojciech Zaremba, Pieter Abbeel
2018 J jnl
Learning Dexterous In-Hand Manipulation.
CoRR
OpenAI, Marcin Andrychowicz, Bowen Baker, Maciek Chociej, Rafal Józefowicz, Bob McGrew, Jakub Pachocki, Arthur Petron, Matthias Plappert, Glenn Powell, Alex Ray, Jonas Schneider, Szymon Sidor, Josh Tobin, Peter Welinder, Lilian Weng, Wojciech Zaremba
2018 J jnl
Multi-Goal Reinforcement Learning: Challenging Robotics Environments and Request for Research.
CoRR
Matthias Plappert, Marcin Andrychowicz, Alex Ray, Bob McGrew, Bowen Baker, Glenn Powell, Jonas Schneider, Josh Tobin, Maciek Chociej, Peter Welinder, Vikash Kumar, Wojciech Zaremba
2018 A* conf
Overcoming Exploration in Reinforcement Learning with Demonstrations.
ICRA
Ashvin Nair, Bob McGrew, Marcin Andrychowicz, Wojciech Zaremba, Pieter Abbeel
2018 — conf
Parameter Space Noise for Exploration.
ICLR (Poster)
Matthias Plappert, Rein Houthooft, Prafulla Dhariwal, Szymon Sidor, Richard Y. Chen, Xi Chen, Tamim Asfour, Pieter Abbeel, Marcin Andrychowicz
2018 A* conf
Sim-to-Real Transfer of Robotic Control with Dynamics Randomization.
ICRA
Xue Bin Peng, Marcin Andrychowicz, Wojciech Zaremba, Pieter Abbeel
2017 J jnl
Asymmetric Actor Critic for Image-Based Robot Learning.
CoRR
Lerrel Pinto, Marcin Andrychowicz, Peter Welinder, Wojciech Zaremba, Pieter Abbeel
2017 — conf
Hindsight Experience Replay.
NIPS
Marcin Andrychowicz, Dwight Crow, Alex Ray, Jonas Schneider, Rachel Fong, Peter Welinder, Bob McGrew, Josh Tobin, Pieter Abbeel, Wojciech Zaremba
2017 J jnl
Hindsight Experience Replay.
CoRR
Marcin Andrychowicz, Filip Wolski, Alex Ray, Jonas Schneider, Rachel Fong, Peter Welinder, Bob McGrew, Josh Tobin, Pieter Abbeel, Wojciech Zaremba
2017 — conf
One-Shot Imitation Learning.
NIPS
Yan Duan, Marcin Andrychowicz, Bradly C. Stadie, Jonathan Ho, Jonas Schneider, Ilya Sutskever, Pieter Abbeel, Wojciech Zaremba
2017 J jnl
One-Shot Imitation Learning.
CoRR
Yan Duan, Marcin Andrychowicz, Bradly C. Stadie, Jonathan Ho, Jonas Schneider, Ilya Sutskever, Pieter Abbeel, Wojciech Zaremba
2017 J jnl
Overcoming Exploration in Reinforcement Learning with Demonstrations.
CoRR
Ashvin Nair, Bob McGrew, Marcin Andrychowicz, Wojciech Zaremba, Pieter Abbeel
2017 J jnl
Parameter Space Noise for Exploration.
CoRR
Matthias Plappert, Rein Houthooft, Prafulla Dhariwal, Szymon Sidor, Richard Y. Chen, Xi Chen, Tamim Asfour, Pieter Abbeel, Marcin Andrychowicz
2017 J jnl
Sim-to-Real Transfer of Robotic Control with Dynamics Randomization.
CoRR
Xue Bin Peng, Marcin Andrychowicz, Wojciech Zaremba, Pieter Abbeel
2016 J jnl
Circuit Compilers with O(1/ log(n)) Leakage Rate.
IACR Cryptol. ePrint Arch.
Marcin Andrychowicz, Stefan Dziembowski, Sebastian Faust
2016 — conf
Circuit Compilers with O(1/\log (n)) Leakage Rate.
EUROCRYPT (2)
Marcin Andrychowicz, Stefan Dziembowski, Sebastian Faust
2016 J jnl
Learning Efficient Algorithms with Hierarchical Attentive Memory.
CoRR
Marcin Andrychowicz, Karol Kurach
2016 — conf
Learning to learn by gradient descent by gradient descent.
NIPS
Marcin Andrychowicz, Misha Denil, Sergio Gomez Colmenarejo, Matthew W. Hoffman, David Pfau, Tom Schaul, Nando de Freitas
2016 J jnl
Learning to learn by gradient descent by gradient descent.
CoRR
Marcin Andrychowicz, Misha Denil, Sergio Gomez Colmenarejo, Matthew W. Hoffman, David Pfau, Tom Schaul, Nando de Freitas
2016 J jnl
Neural Random Access Machines.
ERCIM News
Karol Kurach, Marcin Andrychowicz, Ilya Sutskever
2016 A* conf
Neural Random-Access Machines.
ICLR (Poster)
Karol Kurach, Marcin Andrychowicz, Ilya Sutskever
2016 J jnl
Secure multiparty computations on Bitcoin.
Commun. ACM
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
2015 B conf
Efficient Leakage Resilient Circuit Compilers.
CT-RSA
Marcin Andrychowicz, Ivan Damgård, Stefan Dziembowski, Sebastian Faust, Antigoni Polychroniadou
2015 B conf
Leakage-Resilient Cryptography over Large Finite Fields: Theory and Practice.
ACNS
Marcin Andrychowicz, Daniel Masny, Edoardo Persichetti
2015 J jnl
Leakage-Resilient Cryptography over Large Finite Fields: Theory and Practice.
IACR Cryptol. ePrint Arch.
Marcin Andrychowicz, Daniel Masny, Edoardo Persichetti
2015 — conf
On the Malleability of Bitcoin Transactions.
Financial Cryptography Workshops
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
2015 — conf
PoW-Based Distributed Cryptography with No Trusted Setup.
CRYPTO (2)
Marcin Andrychowicz, Stefan Dziembowski
2014 J jnl
Distributed Cryptography Based on the Proofs of Work.
IACR Cryptol. ePrint Arch.
Marcin Andrychowicz, Stefan Dziembowski
2014 — conf
Fair Two-Party Computations via Bitcoin Deposits.
Financial Cryptography Workshops
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
2014 — conf
Modeling Bitcoin Contracts by Timed Automata.
FORMATS
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
2014 J jnl
Modeling Bitcoin Contracts by Timed Automata.
CoRR
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
2014 A* conf
Secure Multiparty Computations on Bitcoin.
IEEE Symposium on Security and Privacy
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
2013 J jnl
Fair Two-Party Computations via the BitCoin Deposits.
IACR Cryptol. ePrint Arch.
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
2013 J jnl
How to deal with malleability of BitCoin transactions.
CoRR
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
2013 J jnl
Secure Multiparty Computations on BitCoin.
IACR Cryptol. ePrint Arch.
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
2012 J jnl
Efficient Refreshing Protocol for Leakage-Resilient Storage Based on the Inner-Product Extractor
CoRR
Marcin Andrychowicz