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ORCIDMarcin Andrychowicz
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2020 – today
- 2023
[i26]Marcin Andrychowicz, Lasse Espeholt, Di Li, Samier Merchant, Alex Merose, Fred Zyda, Shreya Agrawal, Nal Kalchbrenner:
Deep Learning for Day Forecasts from Sparse Observations. CoRR abs/2306.06079 (2023)- 2022
- [c21]Nino Vieillard, Marcin Andrychowicz, Anton Raichuk, Olivier Pietquin, Matthieu Geist:
Implicitly Regularized RL with Implicit Q-values. AISTATS 2022: 1380-1402 - 2021
- [c20]Marcin Andrychowicz, Anton Raichuk, Piotr Stanczyk, Manu Orsini, Sertan Girgin, Raphaël Marinier, Léonard Hussenot, Matthieu Geist, Olivier Pietquin, Marcin Michalski, Sylvain Gelly, Olivier Bachem:
What Matters for On-Policy Deep Actor-Critic Methods? A Large-Scale Study. ICLR 2021 - [c19]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:
Hyperparameter Selection for Imitation Learning. ICML 2021: 4511-4522 - [c18]Manu Orsini, Anton Raichuk, Léonard Hussenot, Damien Vincent, Robert Dadashi, Sertan Girgin, Matthieu Geist, Olivier Bachem, Olivier Pietquin, Marcin Andrychowicz:
What Matters for Adversarial Imitation Learning? NeurIPS 2021: 14656-14668 - [i25]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:
Hyperparameter Selection for Imitation Learning. CoRR abs/2105.12034 (2021) - [i24]Manu Orsini, Anton Raichuk, Léonard Hussenot, Damien Vincent, Robert Dadashi, Sertan Girgin, Matthieu Geist, Olivier Bachem, Olivier Pietquin, Marcin Andrychowicz:
What Matters for Adversarial Imitation Learning? CoRR abs/2106.00672 (2021) - [i23]Nino Vieillard, Marcin Andrychowicz, Anton Raichuk, Olivier Pietquin, Matthieu Geist:
Implicitly Regularized RL with Implicit Q-Values. CoRR abs/2108.07041 (2021) - [i22]Piotr Januszewski, Mateusz Olko, Michal Królikowski, Jakub Swiatkowski, Marcin Andrychowicz, Lukasz Kucinski, Piotr Milos:
Continuous Control With Ensemble Deep Deterministic Policy Gradients. CoRR abs/2111.15382 (2021) - 2020
- [j2]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:
Learning dexterous in-hand manipulation. Int. J. Robotics Res. 39(1) (2020) - [i21]Marcin Andrychowicz, Anton Raichuk, Piotr Stanczyk, Manu Orsini, Sertan Girgin, Raphaël Marinier, Léonard Hussenot, Matthieu Geist, Olivier Pietquin, Marcin Michalski, Sylvain Gelly, Olivier Bachem:
What Matters In On-Policy Reinforcement Learning? A Large-Scale Empirical Study. CoRR abs/2006.05990 (2020)
2010 – 2019
- 2019
- [i20]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:
Solving Rubik's Cube with a Robot Hand. CoRR abs/1910.07113 (2019) - 2018
- [c17]Matthias Plappert, Rein Houthooft, Prafulla Dhariwal, Szymon Sidor, Richard Y. Chen, Xi Chen, Tamim Asfour, Pieter Abbeel, Marcin Andrychowicz:
Parameter Space Noise for Exploration. ICLR (Poster) 2018 - [c16]Xue Bin Peng, Marcin Andrychowicz, Wojciech Zaremba, Pieter Abbeel:
Sim-to-Real Transfer of Robotic Control with Dynamics Randomization. ICRA 2018: 1-8 - [c15]Ashvin Nair, Bob McGrew, Marcin Andrychowicz, Wojciech Zaremba, Pieter Abbeel:
Overcoming Exploration in Reinforcement Learning with Demonstrations. ICRA 2018: 6292-6299 - [c14]Josh Tobin, Lukas Biewald, Rocky Duan, Marcin Andrychowicz, Ankur Handa, Vikash Kumar, Bob McGrew, Alex Ray, Jonas Schneider, Peter Welinder, Wojciech Zaremba, Pieter Abbeel:
Domain Randomization and Generative Models for Robotic Grasping. IROS 2018: 3482-3489 - [c13]Lerrel Pinto, Marcin Andrychowicz, Peter Welinder, Wojciech Zaremba, Pieter Abbeel:
Asymmetric Actor Critic for Image-Based Robot Learning. Robotics: Science and Systems 2018 - [i19]Matthias Plappert, Marcin Andrychowicz, Alex Ray, Bob McGrew, Bowen Baker, Glenn Powell, Jonas Schneider, Josh Tobin, Maciek Chociej, Peter Welinder, Vikash Kumar, Wojciech Zaremba:
Multi-Goal Reinforcement Learning: Challenging Robotics Environments and Request for Research. CoRR abs/1802.09464 (2018) - [i18]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:
Learning Dexterous In-Hand Manipulation. CoRR abs/1808.00177 (2018) - 2017
- [c12]Yan Duan, Marcin Andrychowicz, Bradly C. Stadie, Jonathan Ho, Jonas Schneider, Ilya Sutskever, Pieter Abbeel, Wojciech Zaremba:
One-Shot Imitation Learning. NIPS 2017: 1087-1098 - [c11]Marcin Andrychowicz, Dwight Crow, Alex Ray, Jonas Schneider, Rachel Fong, Peter Welinder, Bob McGrew, Josh Tobin, Pieter Abbeel, Wojciech Zaremba:
Hindsight Experience Replay. NIPS 2017: 5048-5058 - [i17]Yan Duan, Marcin Andrychowicz, Bradly C. Stadie, Jonathan Ho, Jonas Schneider, Ilya Sutskever, Pieter Abbeel, Wojciech Zaremba:
One-Shot Imitation Learning. CoRR abs/1703.07326 (2017) - [i16]Matthias Plappert, Rein Houthooft, Prafulla Dhariwal, Szymon Sidor, Richard Y. Chen, Xi Chen, Tamim Asfour, Pieter Abbeel, Marcin Andrychowicz:
Parameter Space Noise for Exploration. CoRR abs/1706.01905 (2017) - [i15]Marcin Andrychowicz, Filip Wolski, Alex Ray, Jonas Schneider, Rachel Fong, Peter Welinder, Bob McGrew, Josh Tobin, Pieter Abbeel, Wojciech Zaremba:
Hindsight Experience Replay. CoRR abs/1707.01495 (2017) - [i14]Ashvin Nair, Bob McGrew, Marcin Andrychowicz, Wojciech Zaremba, Pieter Abbeel:
Overcoming Exploration in Reinforcement Learning with Demonstrations. CoRR abs/1709.10089 (2017) - [i13]Xue Bin Peng, Marcin Andrychowicz, Wojciech Zaremba, Pieter Abbeel:
Sim-to-Real Transfer of Robotic Control with Dynamics Randomization. CoRR abs/1710.06537 (2017) - [i12]Lerrel Pinto, Marcin Andrychowicz, Peter Welinder, Wojciech Zaremba, Pieter Abbeel:
Asymmetric Actor Critic for Image-Based Robot Learning. CoRR abs/1710.06542 (2017) - 2016
- [j1]Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek:
Secure multiparty computations on Bitcoin. Commun. ACM 59(4): 76-84 (2016) - [c10]Marcin Andrychowicz, Stefan Dziembowski, Sebastian Faust:
Circuit Compilers with O(1/\log (n)) Leakage Rate. EUROCRYPT (2) 2016: 586-615 - [c9]Marcin Andrychowicz, Misha Denil, Sergio Gomez Colmenarejo, Matthew W. Hoffman, David Pfau, Tom Schaul, Nando de Freitas:
Learning to learn by gradient descent by gradient descent. NIPS 2016: 3981-3989 - [c8]Karol Kurach, Marcin Andrychowicz, Ilya Sutskever:
Neural Random-Access Machines. ICLR (Poster) 2016 - [i11]Marcin Andrychowicz, Karol Kurach:
Learning Efficient Algorithms with Hierarchical Attentive Memory. CoRR abs/1602.03218 (2016) - [i10]Marcin Andrychowicz, Misha Denil, Sergio Gomez Colmenarejo, Matthew W. Hoffman, David Pfau, Tom Schaul, Nando de Freitas:
Learning to learn by gradient descent by gradient descent. CoRR abs/1606.04474 (2016) - [i9]Karol Kurach, Marcin Andrychowicz, Ilya Sutskever:
Neural Random Access Machines. ERCIM News 2016(107) (2016) - [i8]Marcin Andrychowicz, Stefan Dziembowski, Sebastian Faust:
Circuit Compilers with O(1/ log(n)) Leakage Rate. IACR Cryptol. ePrint Arch. 2016: 173 (2016) - 2015
- [c7]Marcin Andrychowicz, Daniel Masny, Edoardo Persichetti:
Leakage-Resilient Cryptography over Large Finite Fields: Theory and Practice. ACNS 2015: 655-674 - [c6]Marcin Andrychowicz, Stefan Dziembowski:
PoW-Based Distributed Cryptography with No Trusted Setup. CRYPTO (2) 2015: 379-399 - [c5]Marcin Andrychowicz, Ivan Damgård, Stefan Dziembowski, Sebastian Faust, Antigoni Polychroniadou:
Efficient Leakage Resilient Circuit Compilers. CT-RSA 2015: 311-329 - [c4]Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek:
On the Malleability of Bitcoin Transactions. Financial Cryptography Workshops 2015: 1-18 - [i7]Marcin Andrychowicz, Daniel Masny, Edoardo Persichetti:
Leakage-Resilient Cryptography over Large Finite Fields: Theory and Practice. IACR Cryptol. ePrint Arch. 2015: 317 (2015) - 2014
- [c3]Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek:
Fair Two-Party Computations via Bitcoin Deposits. Financial Cryptography Workshops 2014: 105-121 - [c2]Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek:
Modeling Bitcoin Contracts by Timed Automata. FORMATS 2014: 7-22 - [c1]Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek:
Secure Multiparty Computations on Bitcoin. IEEE Symposium on Security and Privacy 2014: 443-458 - [i6]Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek:
Modeling Bitcoin Contracts by Timed Automata. CoRR abs/1405.1861 (2014) - [i5]Marcin Andrychowicz, Stefan Dziembowski:
Distributed Cryptography Based on the Proofs of Work. IACR Cryptol. ePrint Arch. 2014: 796 (2014) - 2013
- [i4]Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek:
How to deal with malleability of BitCoin transactions. CoRR abs/1312.3230 (2013) - [i3]Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek:
Secure Multiparty Computations on BitCoin. IACR Cryptol. ePrint Arch. 2013: 784 (2013) - [i2]Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek:
Fair Two-Party Computations via the BitCoin Deposits. IACR Cryptol. ePrint Arch. 2013: 837 (2013) - 2012
- [i1]Marcin Andrychowicz:
Efficient Refreshing Protocol for Leakage-Resilient Storage Based on the Inner-Product Extractor. CoRR abs/1209.4820 (2012)
Coauthor Index
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