Michael Noukhovitch

According to our database, Michael Noukhovitch authored at least 10 papers between 2018 and 2024.

Collaborative distances:

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

2024

Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language Models.

Michael Noukhovitch, Shengyi Huang, Sophie Xhonneux, Arian Hosseini, Rishabh Agarwal, Aaron C. Courville

CoRR, 2024

The N+ Implementation Details of RLHF with PPO: A Case Study on TL;DR Summarization.

Shengyi Huang, Michael Noukhovitch, Arian Hosseini, Kashif Rasul, Weixun Wang, Lewis Tunstall

CoRR, 2024

Learning Multi-Agent Communication with Contrastive Learning.

Yat Long Lo, Biswa Sengupta, Jakob Nicolaus Foerster, Michael Noukhovitch

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Learning to Communicate using Contrastive Learning.

Yat Long Lo, Biswa Sengupta, Jakob N. Foerster, Michael Noukhovitch

CoRR, 2023

Language Model Alignment with Elastic Reset.

Michael Noukhovitch, Samuel Lavoie, Florian Strub, Aaron C. Courville

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Simplicial Embeddings in Self-Supervised Learning and Downstream Classification.

Samuel Lavoie, Christos Tsirigotis, Max Schwarzer, Ankit Vani, Michael Noukhovitch, Kenji Kawaguchi, Aaron C. Courville

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Pretraining Representations for Data-Efficient Reinforcement Learning.

Max Schwarzer, Nitarshan Rajkumar, Michael Noukhovitch, Ankesh Anand, Laurent Charlin, R. Devon Hjelm, Philip Bachman, Aaron C. Courville

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Emergent Communication under Competition.

Michael Noukhovitch, Travis LaCroix, Angeliki Lazaridou, Aaron C. Courville

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2019

Systematic Generalization: What Is Required and Can It Be Learned?

Dzmitry Bahdanau, Shikhar Murty, Michael Noukhovitch, Thien Huu Nguyen, Harm de Vries, Aaron C. Courville

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

2018

Commonsense mining as knowledge base completion? A study on the impact of novelty.

Stanislaw Jastrzebski, Dzmitry Bahdanau, Seyedarian Hosseini, Michael Noukhovitch, Yoshua Bengio, Jackie Chi Kit Cheung

CoRR, 2018