Emergence of Collective Open-Ended Exploration from Decentralized Meta-Reinforcement Learning

no code implementations • 1 Nov 2023 • Richard Bornemann, Gautier Hamon, Eleni Nisioti, Clément Moulin-Frier

We further find that the agents learned collective exploration strategies extend to an open ended task setting, allowing them to solve task trees of twice the depth compared to the ones seen during training.

Meta Reinforcement Learning reinforcement-learning