Boosting Studies of Multi-Agent Reinforcement Learning on Google Research Football Environment: the Past, Present, and Future

Y Song, H Jiang, H Zhang, Z Tian, W Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
Even though Google Research Football (GRF) was initially benchmarked and studied as a
single-agent environment in its original paper, recent years have witnessed an increasing …

Policy Space Response Oracles: A Survey

A Bighashdel, Y Wang, S McAleer, R Savani… - arXiv preprint arXiv …, 2024 - arxiv.org
In game theory, a game refers to a model of interaction among rational decision-makers or
players, making choices with the goal of achieving their individual objectives. Understanding …

AI-Olympics: Exploring the Generalization of Agents through Open Competitions

C Wang, Y Song, S Wu, S Wu, R Zhang, S Lin… - arXiv preprint arXiv …, 2024 - arxiv.org
Between 2021 and 2023, AI-Olympics, a series of online AI competitions was hosted by the
online evaluation platform Jidi in collaboration with the IJCAI committee. In these …