Marcin Andrychowicz

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 40

Top Topics

Imitation Learning

Parameter Space

Top Venues

IACR Cryptol. ePrint Arch.

Financial Cryptography Workshops

Publications

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 (2023)
Nino Vieillard, Marcin Andrychowicz, Anton Raichuk, Olivier Pietquin, Matthieu Geist
Implicitly Regularized RL with Implicit Q-values. AISTATS (2022)
Piotr Januszewski, Mateusz Olko, Michal Królikowski, Jakub Swiatkowski, Marcin Andrychowicz, Lukasz Kucinski, Piotr Milos
Continuous Control With Ensemble Deep Deterministic Policy Gradients. CoRR (2021)
Nino Vieillard, Marcin Andrychowicz, Anton Raichuk, Olivier Pietquin, Matthieu Geist
Implicitly Regularized RL with Implicit Q-Values. CoRR (2021)
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)
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 (2021)
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 (2021)
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)
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)
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 (2020)
Marcin Andrychowicz, Bowen Baker, Maciek Chociej, Rafal Józefowicz, Bob McGrew, Jakub W. 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)
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 (2019)
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)
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 (2018)
Lerrel Pinto, Marcin Andrychowicz, Peter Welinder, Wojciech Zaremba, Pieter Abbeel
Asymmetric Actor Critic for Image-Based Robot Learning. Robotics: Science and Systems (2018)
OpenAI, Marcin Andrychowicz, Bowen Baker, Maciek Chociej, Rafal Józefowicz, Bob McGrew, Jakub W. Pachocki, 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 (2018)
Ashvin Nair, Bob McGrew, Marcin Andrychowicz, Wojciech Zaremba, Pieter Abbeel
Overcoming Exploration in Reinforcement Learning with Demonstrations. ICRA (2018)
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)
Xue Bin Peng, Marcin Andrychowicz, Wojciech Zaremba, Pieter Abbeel
Sim-to-Real Transfer of Robotic Control with Dynamics Randomization. ICRA (2018)
Yan Duan, Marcin Andrychowicz, Bradly C. Stadie, Jonathan Ho, Jonas Schneider, Ilya Sutskever, Pieter Abbeel, Wojciech Zaremba
One-Shot Imitation Learning. NIPS (2017)
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 (2017)
Xue Bin Peng, Marcin Andrychowicz, Wojciech Zaremba, Pieter Abbeel
Sim-to-Real Transfer of Robotic Control with Dynamics Randomization. CoRR (2017)
Lerrel Pinto, Marcin Andrychowicz, Peter Welinder, Wojciech Zaremba, Pieter Abbeel
Asymmetric Actor Critic for Image-Based Robot Learning. CoRR (2017)
Ashvin Nair, Bob McGrew, Marcin Andrychowicz, Wojciech Zaremba, Pieter Abbeel
Overcoming Exploration in Reinforcement Learning with Demonstrations. CoRR (2017)
Marcin Andrychowicz, Filip Wolski, Alex Ray, Jonas Schneider, Rachel Fong, Peter Welinder, Bob McGrew, Josh Tobin, Pieter Abbeel, Wojciech Zaremba
Hindsight Experience Replay. CoRR (2017)
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)
Yan Duan, Marcin Andrychowicz, Bradly C. Stadie, Jonathan Ho, Jonas Schneider, Ilya Sutskever, Pieter Abbeel, Wojciech Zaremba
One-Shot Imitation Learning. CoRR (2017)
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
Secure multiparty computations on Bitcoin. Commun. ACM 59 (4) (2016)
Karol Kurach, Marcin Andrychowicz, Ilya Sutskever
Neural Random Access Machines. ERCIM News 2016 (107) (2016)
Marcin Andrychowicz, Karol Kurach
Learning Efficient Algorithms with Hierarchical Attentive Memory. CoRR (2016)
Marcin Andrychowicz, Stefan Dziembowski, Sebastian Faust
Circuit Compilers with O(1/\log (n)) Leakage Rate. EUROCRYPT (2) (2016)
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 (2016)
Marcin Andrychowicz, Stefan Dziembowski, Sebastian Faust
Circuit Compilers with O(1/ log(n)) Leakage Rate. IACR Cryptol. ePrint Arch. 2016 (2016)
Karol Kurach, Marcin Andrychowicz, Ilya Sutskever
Neural Random-Access Machines. ICLR (Poster) (2016)
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)
Marcin Andrychowicz, Daniel Masny, Edoardo Persichetti
Leakage-Resilient Cryptography over Large Finite Fields: Theory and Practice. ACNS (2015)
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
On the Malleability of Bitcoin Transactions. Financial Cryptography Workshops (2015)
Marcin Andrychowicz, Stefan Dziembowski
PoW-Based Distributed Cryptography with No Trusted Setup. CRYPTO (2) (2015)
Marcin Andrychowicz, Ivan Damgård, Stefan Dziembowski, Sebastian Faust, Antigoni Polychroniadou
Efficient Leakage Resilient Circuit Compilers. CT-RSA (2015)
Marcin Andrychowicz, Daniel Masny, Edoardo Persichetti
Leakage-Resilient Cryptography over Large Finite Fields: Theory and Practice. IACR Cryptol. ePrint Arch. 2015 (2015)
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
Secure Multiparty Computations on Bitcoin. IEEE Symposium on Security and Privacy (2014)
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
Modeling Bitcoin Contracts by Timed Automata. FORMATS (2014)
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
Fair Two-Party Computations via Bitcoin Deposits. Financial Cryptography Workshops (2014)
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
Modeling Bitcoin Contracts by Timed Automata. CoRR (2014)
Marcin Andrychowicz, Stefan Dziembowski
Distributed Cryptography Based on the Proofs of Work. IACR Cryptol. ePrint Arch. 2014 (2014)
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
Fair Two-Party Computations via the BitCoin Deposits. IACR Cryptol. ePrint Arch. 2013 (2013)
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
How to deal with malleability of BitCoin transactions. CoRR (2013)
Marcin Andrychowicz, Stefan Dziembowski, Daniel Malinowski, Lukasz Mazurek
Secure Multiparty Computations on BitCoin. IACR Cryptol. ePrint Arch. 2013 (2013)
Marcin Andrychowicz
Efficient Refreshing Protocol for Leakage-Resilient Storage Based on the Inner-Product Extractor CoRR (2012)