1.2k citations · 4.4k across the 42 of their papers we have counts for
Showing 2019 · cs.AIShow all
2 papers · 2 filters
cs.AI2019★ 64 cited
Autocurricula and the Emergence of Innovation from Social Interaction: A Manifesto for Multi-Agent Intelligence Research
Joel Z. Leibo, Edward Hughes, Marc Lanctot +1
Evolution has produced a multi-scale mosaic of interacting adaptive units. Innovations arise when perturbations push parts of the system away from stable equilibria into new regime…
cs.AI2019★ 81 cited
Emergent Coordination Through Competition
Siqi Liu, Guy Lever, Josh Merel +3
We study the emergence of cooperative behaviors in reinforcement learning agents by introducing a challenging competitive multi-agent soccer environment with continuous simulated p…