Jakob Foerster

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Symmetry Breaking Constraints

Replicator Dynamics

Reinforcement Learning

Boolean Optimization

Top Venues

Frontiers Robotics AI

Publications

Paul Barde, Jakob Foerster, Derek Nowrouzezahrai, Amy Zhang
A Model-Based Solution to the Offline Multi-Agent Reinforcement Learning Coordination Problem. AAMAS (2024)
Panagiotis Tsiotras, Matthew C. Gombolay, Jakob Foerster
Editorial: Decision-making and planning for multi-agent systems. Frontiers Robotics AI 11 (2024)
Ziyang Zhang, Qizhen Zhang, Jakob Foerster
PARDEN, Can You Repeat That? Defending against Jailbreaks via Repetition. CoRR (2024)
Ravi Hammond, Dustin Craggs, Mingyu Guo, Jakob Foerster, Ian D. Reid
Symmetry-Breaking Augmentations for Ad Hoc Teamwork. CoRR (2024)
Paul Barde, Jakob Foerster, Derek Nowrouzezahrai, Amy Zhang
A Model-Based Solution to the Offline Multi-Agent Reinforcement Learning Coordination Problem. CoRR (2023)
Chris Lu, Yannick Schroecker, Albert Gu, Emilio Parisotto, Jakob Foerster, Satinder Singh, Feryal M. P. Behbahani
Structured State Space Models for In-Context Reinforcement Learning. CoRR (2023)
Eugene Vinitsky, Nathan Lichtlé, Xiaomeng Yang, Brandon Amos, Jakob Foerster
Nocturne: a scalable driving benchmark for bringing multi-agent learning one step closer to the real world. CoRR (2022)
Jack Parker-Holder, Minqi Jiang, Michael Dennis, Mikayel Samvelyan, Jakob Foerster, Edward Grefenstette, Tim Rocktäschel
Evolving Curricula with Regret-Based Environment Design. CoRR (2022)
Eugene Vinitsky, Nathan Lichtlé, Xiaomeng Yang, Brandon Amos, Jakob Foerster
Nocturne: a scalable driving benchmark for bringing multi-agent learning one step closer to the real world. NeurIPS (2022)
Minqi Jiang, Michael Dennis, Jack Parker-Holder, Jakob Foerster, Edward Grefenstette, Tim Rocktäschel
Replay-Guided Adversarial Environment Design. CoRR (2021)
Johannes Treutlein, Michael Dennis, Caspar Oesterheld, Jakob Foerster
A New Formalism, Method and Open Issues for Zero-Shot Coordination. ICML (2021)
Qizhen Zhang, Chris Lu, Animesh Garg, Jakob Foerster
Centralized Model and Exploration Policy for Multi-Agent RL. CoRR (2021)
Johannes Treutlein, Michael Dennis, Caspar Oesterheld, Jakob Foerster
A New Formalism, Method and Open Issues for Zero-Shot Coordination. CoRR (2021)
Jonathan Lorraine, Paul Vicol, Jack Parker-Holder, Tal Kachman, Luke Metz, Jakob Foerster
Lyapunov Exponents for Diversity in Differentiable Games. CoRR (2021)
Oana-Maria Camburu, Eleonora Giunchiglia, Jakob Foerster, Thomas Lukasiewicz, Phil Blunsom
The Struggles of Feature-Based Explanations: Shapley Values vs. Minimal Sufficient Subsets. CoRR (2020)
Oana-Maria Camburu, Eleonora Giunchiglia, Jakob Foerster, Thomas Lukasiewicz, Phil Blunsom
Can I Trust the Explainer? Verifying Post-hoc Explanatory Methods. CoRR (2019)