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» ADE: A Framework for Robust Complex Robotic Architectures
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AAAI
2007
13 years 9 months ago
Continuous State POMDPs for Object Manipulation Tasks
My research focus is on using continuous state partially observable Markov decision processes (POMDPs) to perform object manipulation tasks using a robotic arm. During object mani...
Emma Brunskill
MKWI
2008
160views Business» more  MKWI 2008»
13 years 8 months ago
Architectural Design of Flexible Process Management Technology
: To provide effective support, process-aware information systems (PAIS) must not freeze existing business processes. Instead they should enable authorized users to deviate on-the-...
Manfred Reichert, Peter Dadam, Martin Jurisch, Ulr...
STAIRS
2008
113views Education» more  STAIRS 2008»
13 years 8 months ago
Integrating individual and social intelligence into module-based agents without central coordinator
Robots are complex entities that can be modeled as multi-agent systems. The multi-agent paradigm provides an integrated intelligence framework such as a path planning agent that us...
Bianca Innocenti, Beatriz López, Joaquim Sa...
MICROMACHINES
2011
13 years 1 months ago
Modeling Self-Assembly Across Scales: The Unifying Perspective of Smart Minimal Particles
: A wealth of current research in microengineering aims at fabricating devices of increasing complexity, notably by (self-)assembling elementary components into heterogeneous funct...
Massimo Mastrangeli, Grégory Mermoud, Alche...
ICRA
2010
IEEE
145views Robotics» more  ICRA 2010»
13 years 5 months ago
Reinforcement learning of motor skills in high dimensions: A path integral approach
— Reinforcement learning (RL) is one of the most general approaches to learning control. Its applicability to complex motor systems, however, has been largely impossible so far d...
Evangelos Theodorou, Jonas Buchli, Stefan Schaal