Marcin Moczulski

According to our database, Marcin Moczulski authored at least 9 papers between 2015 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards.

Yijie Guo, Jongwook Choi, Marcin Moczulski, Shengyu Feng, Samy Bengio, Mohammad Norouzi, Honglak Lee

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Efficient Exploration with Self-Imitation Learning via Trajectory-Conditioned Policy.

Yijie Guo, Jongwook Choi, Marcin Moczulski, Samy Bengio, Mohammad Norouzi, Honglak Lee

CoRR, 2019

Contingency-Aware Exploration in Reinforcement Learning.

Jongwook Choi, Yijie Guo, Marcin Moczulski, Junhyuk Oh, Neal Wu, Mohammad Norouzi, Honglak Lee

Proceedings of the 7th International Conference on Learning Representations, 2019

2017

A robust adaptive stochastic gradient method for deep learning.

Çaglar Gülçehre, Jose Sotelo, Marcin Moczulski, Yoshua Bengio

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Mollifying Networks.

Çaglar Gülçehre, Marcin Moczulski, Francesco Visin, Yoshua Bengio

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

ACDC: A Structured Efficient Linear Layer.

Marcin Moczulski, Misha Denil, Jeremy Appleyard, Nando de Freitas

Proceedings of the 4th International Conference on Learning Representations, 2016

Noisy Activation Functions.

Çaglar Gülçehre, Marcin Moczulski, Misha Denil, Yoshua Bengio

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

A Controller Recognizer Framework: How necessary is recognition for control?

Marcin Moczulski, Kelvin Xu, Aaron C. Courville, KyungHyun Cho

CoRR, 2015

Deep Fried Convnets.

Zichao Yang, Marcin Moczulski, Misha Denil, Nando de Freitas, Alexander J. Smola, Le Song, Ziyu Wang

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015