Timon Willi

According to our database, Timon Willi authored at least 10 papers between 2019 and 2024.

Collaborative distances:

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

2024

Mixtures of Experts Unlock Parameter Scaling for Deep RL.

Johan S. Obando-Ceron, Ghada Sokar, Timon Willi, Clare Lyle, Jesse Farebrother, Jakob N. Foerster, Gintare Karolina Dziugaite, Doina Precup, Pablo Samuel Castro

CoRR, 2024

Analysing the Sample Complexity of Opponent Shaping.

Kitty Fung, Qizhen Zhang, Chris Lu, Jia Wan, Timon Willi, Jakob N. Foerster

CoRR, 2024

The Danger Of Arrogance: Welfare Equilibra As A Solution To Stackelberg Self-Play In Non-Coincidental Games.

Jake Levi, Chris Lu, Timon Willi, Christian Schröder de Witt, Jakob N. Foerster

CoRR, 2024

2023

Scaling Opponent Shaping to High Dimensional Games.

Akbir Khan, Timon Willi, Newton Kwan, Andrea Tacchetti, Chris Lu, Edward Grefenstette, Tim Rocktäschel, Jakob N. Foerster

CoRR, 2023

Leading the Pack: N-player Opponent Shaping.

Alexandra Souly, Timon Willi, Akbir Khan, Robert Kirk, Chris Lu, Edward Grefenstette, Tim Rocktäschel

CoRR, 2023

JaxMARL: Multi-Agent RL Environments in JAX.

Alexander Rutherford, Benjamin Ellis, Matteo Gallici, Jonathan Cook, Andrei Lupu, Garðar Ingvarsson, Timon Willi, Akbir Khan, Christian Schröder de Witt, Alexandra Souly, Saptarashmi Bandyopadhyay, Mikayel Samvelyan, Minqi Jiang, Robert Tjarko Lange, Shimon Whiteson, Bruno Lacerda, Nick Hawes, Tim Rocktäschel, Chris Lu, Jakob Nicolaus Foerster

CoRR, 2023

Adversarial Cheap Talk.

Chris Lu, Timon Willi, Alistair Letcher, Jakob Nicolaus Foerster

Proceedings of the International Conference on Machine Learning, 2023

2022

COLA: Consistent Learning with Opponent-Learning Awareness.

Timon Willi, Alistair Letcher, Johannes Treutlein, Jakob N. Foerster

Proceedings of the International Conference on Machine Learning, 2022

Model-Free Opponent Shaping.

Christopher Lu, Timon Willi, Christian A. Schröder de Witt, Jakob N. Foerster

Proceedings of the International Conference on Machine Learning, 2022

2019

Recurrent Neural Processes.

Timon Willi, Jonathan Masci, Jürgen Schmidhuber, Christian Osendorfer

CoRR, 2019