no code implementations • 9 Apr 2024 • Jack Garbus, Thomas Willkens, Alexander Lalejini, Jordan Pollack
Co-evolution is a powerful problem-solving approach.
no code implementations • 4 Jul 2023 • Jack Garbus, Jordan Pollack
For decades, the evolution of cooperation has piqued the interest of numerous academic disciplines such as game theory, economics, biology, and computer science.
no code implementations • 1 Jan 2021 • Thomas Willkens, Jordan Pollack
The MuZero algorithm is known for achieving high-level performance on traditional zero-sum two-player games of perfect information such as chess, Go, and shogi, as well as visual, non-zero sum, single-player environments such as the Atari suite.
no code implementations • 11 Apr 2018 • Nick Moran, Jordan Pollack
We present a method for using neural networks to model evolutionary population dynamics, and draw parallels to recent deep learning advancements in which adversarially-trained neural networks engage in coevolutionary interactions.