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Jakob Foerster

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JaxUED: A simple and useable UED library in Jax

Mar 19, 2024
Samuel Coward, Michael Beukman, Jakob Foerster

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Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts

Feb 26, 2024
Mikayel Samvelyan, Sharath Chandra Raparthy, Andrei Lupu, Eric Hambro, Aram H. Markosyan, Manish Bhatt, Yuning Mao, Minqi Jiang, Jack Parker-Holder, Jakob Foerster, Tim Rocktäschel, Roberta Raileanu

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Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning

Feb 26, 2024
Michael Matthews, Michael Beukman, Benjamin Ellis, Mikayel Samvelyan, Matthew Jackson, Samuel Coward, Jakob Foerster

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Refining Minimax Regret for Unsupervised Environment Design

Feb 19, 2024
Michael Beukman, Samuel Coward, Michael Matthews, Mattie Fellows, Minqi Jiang, Michael Dennis, Jakob Foerster

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Symmetry-Breaking Augmentations for Ad Hoc Teamwork

Feb 15, 2024
Ravi Hammond, Dustin Craggs, Mingyu Guo, Jakob Foerster, Ian Reid

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Revisiting Recurrent Reinforcement Learning with Memory Monoids

Feb 15, 2024
Steven Morad, Chris Lu, Ryan Kortvelesy, Stephan Liwicki, Jakob Foerster, Amanda Prorok

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Mixtures of Experts Unlock Parameter Scaling for Deep RL

Feb 13, 2024
Johan Obando-Ceron, Ghada Sokar, Timon Willi, Clare Lyle, Jesse Farebrother, Jakob Foerster, Gintare Karolina Dziugaite, Doina Precup, Pablo Samuel Castro

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Analysing the Sample Complexity of Opponent Shaping

Feb 08, 2024
Kitty Fung, Qizhen Zhang, Chris Lu, Jia Wan, Timon Willi, Jakob Foerster

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Scaling Opponent Shaping to High Dimensional Games

Dec 19, 2023
Akbir Khan, Timon Willi, Newton Kwan, Andrea Tacchetti, Chris Lu, Edward Grefenstette, Tim Rocktäschel, Jakob Foerster

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JAX-LOB: A GPU-Accelerated limit order book simulator to unlock large scale reinforcement learning for trading

Aug 25, 2023
Sascha Frey, Kang Li, Peer Nagy, Silvia Sapora, Chris Lu, Stefan Zohren, Jakob Foerster, Anisoara Calinescu

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