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ATAL
2008
Springer
15 years 2 months ago
Efficient multi-agent reinforcement learning through automated supervision
Multi-Agent Reinforcement Learning (MARL) algorithms suffer from slow convergence and even divergence, especially in large-scale systems. In this work, we develop a supervision fr...
Chongjie Zhang, Sherief Abdallah, Victor R. Lesser
ICRA
2008
IEEE
104views Robotics» more  ICRA 2008»
15 years 6 months ago
High performance control for graceful motion of an intelligent wheelchair
— To be acceptable to human drivers, the motion of an intelligent robotic wheelchair must be more than just collision-free: it must be graceful. We define graceful motion as bei...
Shilpa Gulati, Benjamin Kuipers
EVOW
2005
Springer
15 years 5 months ago
Artificial Life, Death and Epidemics in Evolutionary, Generative Electronic Art
This paper explores strategies for slowing the onset of convergence in an evolving population of agents. The strategies include the emergent maintenance of separate agent sub-popul...
Alan Dorin
112
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ICNP
2003
IEEE
15 years 5 months ago
Improving TCP Startup Performance Using Active Measurements: Algorithm and Evaluation
TCP Slow Start exponentially increases the congestion window size to detect the proper congestion window for a network path. This often results in significant packet loss, while ...
Ningning Hu, Peter Steenkiste
LCN
1999
IEEE
15 years 4 months ago
An Intelligent Hub Protocol for Local Area Lightwave Networks
This paper presents a protocol for packet switched optical LANs using a star topology. The key element in this network is the use of an intelligent hub, which controls the traffic...
Dale Callahan, Gary J. Grimes