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AAAI
2006
13 years 11 months ago
Improving Approximate Value Iteration Using Memories and Predictive State Representations
Planning in partially-observable dynamical systems is a challenging problem, and recent developments in point-based techniques such as Perseus significantly improve performance as...
Michael R. James, Ton Wessling, Nikos A. Vlassis
IROS
2009
IEEE
137views Robotics» more  IROS 2009»
14 years 5 months ago
Decentralized planning for dynamic motion generation of multi-link robotic systems
— This paper presents a decentralized planning method for generating dynamic whole body motions of multilink robots including humanoids. First, a robotic system will be modeled a...
Yuichi Tazaki, Hisashi Sugiura, Herbert Janssen, C...
JVCA
2010
94views more  JVCA 2010»
13 years 8 months ago
A hybrid approach for simulating human motion in constrained environments
We present a new algorithm to generate plausible motions for high-DOF human-like articulated figures in constrained environments with multiple obstacles. Our approach is general ...
Jia Pan, Liangjun Zhang, Ming C. Lin, Dinesh Manoc...
ICRA
2005
IEEE
125views Robotics» more  ICRA 2005»
14 years 4 months ago
Temporal Logic Motion Planning for Mobile Robots
— In this paper, we consider the problem of robot motion planning in order to satisfy formulas expressible in temporal logics. Temporal logics naturally express traditional robot...
Georgios E. Fainekos, Hadas Kress-Gazit, George J....
SIGGRAPH
2010
ACM
14 years 2 months ago
Robust physics-based locomotion using low-dimensional planning
This paper presents a physics-based locomotion controller based on online planning. At each time-step, a planner optimizes locomotion over multiple phases of gait. Stance dynamics...
Igor Mordatch, Martin de Lasa, Aaron Hertzmann