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ICRA
2008
IEEE
157views Robotics» more  ICRA 2008»
15 years 4 months ago
Impact of workspace decompositions on discrete search leading continuous exploration (DSLX) motion planning
Abstract— We have recently proposed DSLX, a motion planner that significantly reduces the computational time for solving challenging kinodynamic problems by interleaving continu...
Erion Plaku, Lydia E. Kavraki, Moshe Y. Vardi
ECAI
2006
Springer
15 years 1 months ago
Time Constrained VRP: An Agent Environment-Perception Model
In this paper, we present a multiagent model in which agents have a perception upon their shared environment, a measure is associated to the agents' perception field. We apply...
Mahdi Zargayouna
ICML
1996
IEEE
15 years 1 months ago
A Convergent Reinforcement Learning Algorithm in the Continuous Case: The Finite-Element Reinforcement Learning
This paper presents a direct reinforcement learning algorithm, called Finite-Element Reinforcement Learning, in the continuous case, i.e. continuous state-space and time. The eval...
Rémi Munos
CDC
2010
IEEE
152views Control Systems» more  CDC 2010»
14 years 4 months ago
Optimal network topology design in multi-agent systems for efficient average consensus
The problem considered in the present article is optimal design of network topologies in multi-agent systems in order to make communication on the network as efficient as possible ...
Mohammad Rafiee, Alexandre M. Bayen
AR
2007
105views more  AR 2007»
14 years 10 months ago
Reinforcement learning of a continuous motor sequence with hidden states
—Reinforcement learning is the scheme for unsupervised learning in which robots are expected to acquire behavior skills through self-explorations based on reward signals. There a...
Hiroaki Arie, Tetsuya Ogata, Jun Tani, Shigeki Sug...