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ICRA
2005
IEEE
90views Robotics» more  ICRA 2005»
15 years 9 months ago
Dynamic Ambiguities in Frictional Rigid-body Systems with Application to Climbing via Bracing
Abstract— Constructing climbing behaviors for hyperredundant robots that account for the system dynamics requires a model of robot dynamics under contact and friction. One common...
Aaron Greenfield, Alfred A. Rizzi, Howie Choset
FLAIRS
2001
15 years 5 months ago
A Practical Markov Chain Monte Carlo Approach to Decision Problems
Decisionand optimizationproblemsinvolvinggraphsarise in manyareas of artificial intelligence, including probabilistic networks, robot navigation, and network design. Manysuch prob...
Timothy Huang, Yuriy Nevmyvaka
ECP
1997
Springer
125views Robotics» more  ECP 1997»
15 years 8 months ago
Possibilistic Planning: Representation and Complexity
A possibilistic approach of planning under uncertainty has been developed recently. It applies to problems in which the initial state is partially known and the actions have graded...
Célia da Costa Pereira, Frédé...
ECML
2007
Springer
15 years 10 months ago
Imitation Learning Using Graphical Models
Imitation-based learning is a general mechanism for rapid acquisition of new behaviors in autonomous agents and robots. In this paper, we propose a new approach to learning by imit...
Deepak Verma, Rajesh P. N. Rao
ICRA
2005
IEEE
101views Robotics» more  ICRA 2005»
15 years 9 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