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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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1 result for “mixed-intelligence”
Transfer Learning versus Multi-agent Learning regarding Distributed Decision-Making in Highway Trafficcs.LG

This study compares transfer learning and multi-agent learning for AI-driven traffic agents.

problem Improving traffic flow in mixed-intelligence highway scenarios.
method Online MIT DeepTraffic simulation, deep reinforcement learning, elitist evolutionary algorithm, hyperparameter search, transfer learning, multi-agent learning.
result Transfer learning and multi-agent learning yield different average speeds for AI-driven traffic agents.
traffic simulationmixed-intelligencedeep reinforcement learningtransfer learningmulti-agent learning
2018-10-19abs ↗pdf ↗