Michael Dennis

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 33

Top Topics

Delaunay Triangulations

Reward Function

Reinforcement Learning

Top Venues

Publications

Edward Hughes, Michael Dennis, Jack Parker-Holder, Feryal M. P. Behbahani, Aditi Mavalankar, Yuge Shi, Tom Schaul, Tim Rocktäschel
Open-Endedness is Essential for Artificial Superhuman Intelligence. CoRR (2024)
Michelle Li, Michael Dennis
The Benefits of Power Regularization in Cooperative Reinforcement Learning. CoRR (2024)
Jake Bruce, Michael Dennis, Ashley Edwards, Jack Parker-Holder, Yuge Shi, Edward Hughes, Matthew Lai, Aditi Mavalankar, Richie Steigerwald, Chris Apps, Yusuf Aytar, Sarah Bechtle, Feryal M. P. Behbahani, Stephanie C. Y. Chan, Nicolas Heess, Lucy Gonzalez, Simon Osindero, Sherjil Ozair, Scott E. Reed, Jingwei Zhang, Konrad Zolna, Jeff Clune, Nando de Freitas, Satinder Singh, Tim Rocktäschel
Genie: Generative Interactive Environments. CoRR (2024)
Michael Beukman, Samuel Coward, Michael Matthews, Mattie Fellows, Minqi Jiang, Michael Dennis, Jakob N. Foerster
Refining Minimax Regret for Unsupervised Environment Design. CoRR (2024)
Michelle Li, Michael Dennis
The Benefits of Power Regularization in Cooperative Reinforcement Learning. AAMAS (2023)
Mikayel Samvelyan, Akbir Khan, Michael Dennis, Minqi Jiang, Jack Parker-Holder, Jakob N. Foerster, Roberta Raileanu, Tim Rocktäschel
MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning. CoRR (2023)
Mikayel Samvelyan, Akbir Khan, Michael Dennis, Minqi Jiang, Jack Parker-Holder, Jakob Nicolaus Foerster, Roberta Raileanu, Tim Rocktäschel
MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning. ICLR (2023)
Minqi Jiang, Michael Dennis, Edward Grefenstette, Tim Rocktäschel
minimax: Efficient Baselines for Autocurricula in JAX. CoRR (2023)
Ishita Mediratta, Minqi Jiang, Jack Parker-Holder, Michael Dennis, Eugene Vinitsky, Tim Rocktäschel
Stabilizing Unsupervised Environment Design with a Learned Adversary. CoLLAs (2023)
Ishita Mediratta, Minqi Jiang, Jack Parker-Holder, Michael Dennis, Eugene Vinitsky, Tim Rocktäschel
Stabilizing Unsupervised Environment Design with a Learned Adversary. CoRR (2023)
Niklas Lauffer, Ameesh Shah, Micah Carroll, Michael Dennis, Stuart Russell
Who Needs to Know? Minimal Knowledge for Optimal Coordination. CoRR (2023)
Jack Parker-Holder, Minqi Jiang, Michael Dennis, Mikayel Samvelyan, Jakob N. Foerster, Edward Grefenstette, Tim Rocktäschel
Evolving Curricula with Regret-Based Environment Design. ICML (2022)
Andrew Critch, Michael Dennis, Stuart Russell
Cooperative and uncooperative institution designs: Surprises and problems in open-source game theory. CoRR (2022)
Minqi Jiang, Michael Dennis, Jack Parker-Holder, Andrei Lupu, Heinrich Küttler, Edward Grefenstette, Tim Rocktäschel, Jakob N. Foerster
Grounding Aleatoric Uncertainty for Unsupervised Environment Design. NeurIPS (2022)
Thomas Krendl Gilbert, Aaron J. Snoswell, Michael Dennis, Rowan McAllister, Cathy Wu
Sociotechnical Specification for the Broader Impacts of Autonomous Vehicles. 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)
Minqi Jiang, Michael Dennis, Jack Parker-Holder, Andrei Lupu, Heinrich Küttler, Edward Grefenstette, Tim Rocktäschel, Jakob N. Foerster
Grounding Aleatoric Uncertainty in Unsupervised Environment Design. CoRR (2022)
Charlotte Roman, Michael Dennis, Andrew Critch, Stuart Russell
Accumulating Risk Capital Through Investing in Cooperation. CoRR (2021)
Minqi Jiang, Michael Dennis, Jack Parker-Holder, Jakob Foerster, Edward Grefenstette, Tim Rocktäschel
Replay-Guided Adversarial Environment Design. CoRR (2021)
Ljubomir Perkovic, Michael Dennis, Duru Türkoglu
The Stretch Factor of Hexagon-Delaunay Triangulations. J. Comput. Geom. 12 (2) (2021)
Stephen McAleer, John B. Lanier, Michael Dennis, Pierre Baldi, Roy Fox
Improving Social Welfare While Preserving Autonomy via a Pareto Mediator. CoRR (2021)
Adam Gleave, Michael Dennis, Shane Legg, Stuart Russell, Jan Leike
Quantifying Differences in Reward Functions. ICLR (2021)
Charlotte Roman, Michael Dennis, Andrew Critch, Stuart Russell
Accumulating Risk Capital Through Investing in Cooperation. AAMAS (2021)
Johannes Treutlein, Michael Dennis, Caspar Oesterheld, Jakob Foerster
A New Formalism, Method and Open Issues for Zero-Shot Coordination. ICML (2021)
Johannes Treutlein, Michael Dennis, Caspar Oesterheld, Jakob Foerster
A New Formalism, Method and Open Issues for Zero-Shot Coordination. CoRR (2021)
Minqi Jiang, Michael Dennis, Jack Parker-Holder, Jakob N. Foerster, Edward Grefenstette, Tim Rocktäschel
Replay-Guided Adversarial Environment Design. NeurIPS (2021)
Adam Gleave, Michael Dennis, Cody Wild, Neel Kant, Sergey Levine, Stuart Russell
Adversarial Policies: Attacking Deep Reinforcement Learning. ICLR (2020)
Michael Dennis, Natasha Jaques, Eugene Vinitsky, Alexandre M. Bayen, Stuart Russell, Andrew Critch, Sergey Levine
Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design. NeurIPS (2020)
Adam Gleave, Michael Dennis, Shane Legg, Stuart Russell, Jan Leike
Quantifying Differences in Reward Functions. CoRR (2020)
Michael Dennis, Natasha Jaques, Eugene Vinitsky, Alexandre M. Bayen, Stuart Russell, Andrew Critch, Sergey Levine
Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design. CoRR (2020)
Michael Dennis, Ljubomir Perkovic, Duru Türkoglu
The Stretch Factor of Hexagon-Delaunay Triangulations. SoCG (2020)
Adam Gleave, Michael Dennis, Neel Kant, Cody Wild, Sergey Levine, Stuart Russell
Adversarial Policies: Attacking Deep Reinforcement Learning. CoRR (2019)
Michael Dennis, Ljubomir Perkovic, Duru Türkoglu
The Stretch Factor of Hexagon-Delaunay Triangulations. CoRR (2017)