Benjamin Ellis

According to our database, Benjamin Ellis authored at least 16 papers between 2014 and 2025.

Collaborative distances:

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

2025

OvercookedV2: Rethinking Overcooked for Zero-Shot Coordination.

Tobias Gessler, Tin Dizdarevic, Ani Calinescu, Benjamin Ellis, Andrei Lupu, Jakob Nicolaus Foerster

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Simplifying Deep Temporal Difference Learning.

Matteo Gallici, Mattie Fellows, Benjamin Ellis, Bartomeu Pou, Ivan Masmitja, Jakob Nicolaus Foerster, Mario Martin

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Beyond the Boundaries of Proximal Policy Optimization.

Charlie B. Tan, Edan Toledo, Benjamin Ellis, Jakob N. Foerster, Ferenc Huszár

CoRR, 2024

CURATe: Benchmarking Personalised Alignment of Conversational AI Assistants.

Lize Alberts, Benjamin Ellis, Andrei Lupu, Jakob N. Foerster

CoRR, 2024

Policy-Guided Diffusion.

Matthew Thomas Jackson, Michael T. Matthews, Cong Lu, Benjamin Ellis, Shimon Whiteson, Jakob Nicolaus Foerster

RLJ, 2024

JaxMARL: Multi-Agent RL Environments and Algorithms in JAX.

Alexander Rutherford, Benjamin Ellis, Matteo Gallici, Jonathan Cook, Andrei Lupu, Garðar Ingvarsson, Timon Willi, Ravi Hammond, 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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Adam on Local Time: Addressing Nonstationarity in RL with Relative Adam Timesteps.

Benjamin Ellis, Matthew Thomas Jackson, Andrei Lupu, Alexander David Goldie, Mattie Fellows, Shimon Whiteson, Jakob N. Foerster

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

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

Michael T. Matthews, Michael Beukman, Benjamin Ellis, Mikayel Samvelyan, Matthew Thomas Jackson, Samuel Coward, Jakob Nicolaus Foerster

Proceedings of the Forty-first International Conference on Machine Learning, 2024

JaxMARL: Multi-Agent RL Environments and Algorithms 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 T. Lange, Shimon Whiteson, Bruno Lacerda, Nick Hawes, Tim Rocktäschel, Chris Lu, Jakob N. Foerster

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

A neutral zone classifier for three classes with an application to text mining.

Dylan C. Friel, Yunzhe Li, Benjamin Ellis, Daniel R. Jeske, Herbert K. H. Lee, Philip H. Kass

Stat. Anal. Data Min., December, 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

Trust-Region-Free Policy Optimization for Stochastic Policies.

Mingfei Sun, Benjamin Ellis, Anuj Mahajan, Sam Devlin, Katja Hofmann, Shimon Whiteson

CoRR, 2023

SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning.

Benjamin Ellis, Jonathan Cook, Skander Moalla, Mikayel Samvelyan, Mingfei Sun, Anuj Mahajan, Jakob N. Foerster, Shimon Whiteson

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning.

Benjamin Ellis, Skander Moalla, Mikayel Samvelyan, Mingfei Sun, Anuj Mahajan, Jakob N. Foerster, Shimon Whiteson

CoRR, 2022

Generalization in Cooperative Multi-Agent Systems.

Anuj Mahajan, Mikayel Samvelyan, Tarun Gupta, Benjamin Ellis, Mingfei Sun, Tim Rocktäschel, Shimon Whiteson

CoRR, 2022

2014

Mouse Trap: Exploiting Firmware Updates in USB Peripherals.

Jacob Maskiewicz, Benjamin Ellis, James Mouradian, Hovav Shacham

Proceedings of the 8th USENIX Workshop on Offensive Technologies, 2014