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Jul, 2022
多智体行为表示学习的MABe22基准
The MABe22 Benchmarks for Representation Learning of Multi-Agent Behavior
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Jennifer J. Sun, Andrew Ulmer, Dipam Chakraborty, Brian Geuther, Edward Hayes...
TL;DR
本文介绍了一个包含多个模型物种,覆盖了一系列不同行为分析任务的实验数据,通过引入大规模的多代理轨迹数据集,改进了行为表征。
Abstract
Real-world behavior is often shaped by complex interactions between multiple agents. To scalably study
multi-agent behavior
, advances in unsupervised and
self-supervised learning
have enabled a variety of differe
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