Timon Willi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Imperfect Information

Weighted Majority

Leader Follower

High Dimensional

Top Venues

Publications

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 T. Lange, Shimon Whiteson, Bruno Lacerda, Nick Hawes, Tim Rocktäschel, Chris Lu, Jakob N. Foerster
JaxMARL: Multi-Agent RL Environments and Algorithms in JAX. AAMAS (2024)
Kitty Fung, Qizhen Zhang, Chris Lu, Jia Wan, Timon Willi, Jakob N. Foerster
Analysing the Sample Complexity of Opponent Shaping. AAMAS (2024)
Timon Willi, Johan S. Obando-Ceron, Jakob N. Foerster, Karolina Dziugaite, Pablo Samuel Castro
Mixture of Experts in a Mixture of RL settings. CoRR (2024)
Akbir Khan, Timon Willi, Newton Kwan, Andrea Tacchetti, Chris Lu, Edward Grefenstette, Tim Rocktäschel, Jakob N. Foerster
Scaling Opponent Shaping to High Dimensional Games. AAMAS (2024)
Kitty Fung, Qizhen Zhang, Chris Lu, Jia Wan, Timon Willi, Jakob N. Foerster
Analysing the Sample Complexity of Opponent Shaping. CoRR (2024)
Jake Levi, Chris Lu, Timon Willi, Christian Schröder de Witt, Jakob N. Foerster
The Danger Of Arrogance: Welfare Equilibra As A Solution To Stackelberg Self-Play In Non-Coincidental Games. CoRR (2024)
Johan S. Obando-Ceron, Ghada Sokar, Timon Willi, Clare Lyle, Jesse Farebrother, Jakob N. Foerster, Gintare Karolina Dziugaite, Doina Precup, Pablo Samuel Castro
Mixtures of Experts Unlock Parameter Scaling for Deep RL. CoRR (2024)
Akbir Khan, Timon Willi, Newton Kwan, Andrea Tacchetti, Chris Lu, Edward Grefenstette, Tim Rocktäschel, Jakob N. Foerster
Scaling Opponent Shaping to High Dimensional Games. CoRR (2023)
Chris Lu, Timon Willi, Alistair Letcher, Jakob Nicolaus Foerster
Adversarial Cheap Talk. ICML (2023)
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
JaxMARL: Multi-Agent RL Environments in JAX. CoRR (2023)
Alexandra Souly, Timon Willi, Akbir Khan, Robert Kirk, Chris Lu, Edward Grefenstette, Tim Rocktäschel
Leading the Pack: N-player Opponent Shaping. CoRR (2023)
Christopher Lu, Timon Willi, Christian A. Schröder de Witt, Jakob N. Foerster
Model-Free Opponent Shaping. ICML (2022)
Chris Lu, Timon Willi, Alistair Letcher, Jakob N. Foerster
Adversarial Cheap Talk. CoRR (2022)
Timon Willi, Alistair Letcher, Johannes Treutlein, Jakob N. Foerster
COLA: Consistent Learning with Opponent-Learning Awareness. ICML (2022)
Timon Willi, Johannes Treutlein, Alistair Letcher, Jakob N. Foerster
COLA: Consistent Learning with Opponent-Learning Awareness. CoRR (2022)
Christopher Lu, Timon Willi, Christian Schröder de Witt, Jakob N. Foerster
Model-Free Opponent Shaping. CoRR (2022)
Timon Willi, Jonathan Masci, Jürgen Schmidhuber, Christian Osendorfer
Recurrent Neural Processes. CoRR (2019)