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ICTAI
2000
IEEE
15 years 3 months ago
Building efficient partial plans using Markov decision processes
Markov Decision Processes (MDP) have been widely used as a framework for planning under uncertainty. They allow to compute optimal sequences of actions in order to achieve a given...
Pierre Laroche
IJCAI
1997
15 years 1 months ago
Distributed Vision System: A Perceptual Information Infrastructure for Robot Navigation
This paper proposes a Distributed Vision System as a Perceptual Information Infrastructure for robot navigation in a dynamically changing world. The distributed vision system, con...
Hiroshi Ishiguro
KES
1998
Springer
15 years 4 months ago
An acquisition of the relation between vision and action using self-organizing map and reinforcement learning
An agent must acquire internal representation appropriate for its task, environment, sensors. As a learning algorithm, reinforcement learning is often utilized to acquire the rela...
Kazunori Terada, Hideaki Takeda, Toyoaki Nishida
ICRA
2005
IEEE
101views Robotics» more  ICRA 2005»
15 years 5 months ago
Near Time-optimal Constrained Trajectory Planning on Outdoor Terrain
— We present an outdoor terrain planner that finds near optimal trajectories under dynamic and kinematic constraints. The planner can find solutions in close to real time by re...
Marin Kobilarov, Gaurav S. Sukhatme
IWSOS
2007
Springer
15 years 6 months ago
Dynamic Ontology Mapping for Interacting Autonomous Systems
Abstract. With the emergence of mobile and ubiquitous computing environments, there is a requirement to enable collaborative applications between these environments. As many of the...
Steven Heeps, Joe Sventek, Naranker Dulay, Alberto...