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Reinforcement Learning for Stochastic Cooperative Multi-Agent Systems
Found in: Autonomous Agents and Multiagent Systems, International Joint Conference on
By Martin Lauer, Martin Riedmiller
Issue Date:July 2004
pp. 1516-1517
We present a distributed variant of Q-learning that allows to learn the optimal cost-to-go function in stochastic cooperative multi-agent domains without communication between the agents.
   
3D Traffic Scene Understanding From Movable Platforms
Found in: IEEE Transactions on Pattern Analysis and Machine Intelligence
By Andreas Geiger,Martin Lauer,Christian Wojek,Christoph Stiller,Raquel Urtasun
Issue Date:May 2014
pp. 1-1
In this paper, we present a novel probabilistic generative model for multi-object traffic scene understanding from movable platforms which reasons jointly about the 3D scene layout as well as the location and orientation of objects in the scene. In particu...
   
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