Edward Beeching

According to our database, Edward Beeching authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

2024

Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent.

Quentin Gallouédec, Edward Beeching, Clément Romac, Emmanuel Dellandréa

CoRR, 2024

2023

Zephyr: Direct Distillation of LM Alignment.

Lewis Tunstall, Edward Beeching, Nathan Lambert, Nazneen Rajani, Kashif Rasul, Younes Belkada, Shengyi Huang, Leandro von Werra, Clémentine Fourrier, Nathan Habib, Nathan Sarrazin, Omar Sanseviero, Alexander M. Rush, Thomas Wolf

CoRR, 2023

2022

Large-scale automatic learning of autonomous agent behavior with structured deep reinforcement learning. (Apprentissage automatique à grande échelle du comportement des agents autonomes avec apprentissage structuré par renforcement profond).

Edward Beeching

PhD thesis, 2022

2021

Graph augmented Deep Reinforcement Learning in the GameRLand3D environment.

Edward Beeching, Maxim Peter, Philippe Marcotte, Jilles Dibangoye, Olivier Simonin, Joshua Romoff, Christian Wolf

CoRR, 2021

Godot Reinforcement Learning Agents.

Edward Beeching, Jilles Dibangoye, Olivier Simonin, Christian Wolf

CoRR, 2021

2020

EgoMap: Projective Mapping and Structured Egocentric Memory for Deep RL.

Edward Beeching, Jilles Dibangoye, Olivier Simonin, Christian Wolf

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Deep Reinforcement Learning on a Budget: 3D Control and Reasoning Without a Supercomputer.

Edward Beeching, Jilles Dibangoye, Olivier Simonin, Christian Wolf

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Learning to Plan with Uncertain Topological Maps.

Edward Beeching, Jilles Dibangoye, Olivier Simonin, Christian Wolf

Proceedings of the Computer Vision - ECCV 2020, 2020