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116
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SAB
2010
Springer
226views Optimization» more  SAB 2010»
15 years 6 days ago
Distributed Online Learning of Central Pattern Generators in Modular Robots
Abstract. In this paper we study distributed online learning of locomotion gaits for modular robots. The learning is based on a stochastic approximation method, SPSA, which optimiz...
David Johan Christensen, Alexander Spröwitz, ...
102
Voted
WDAG
2010
Springer
184views Algorithms» more  WDAG 2010»
15 years 5 days ago
Fast Asynchronous Consensus with Optimal Resilience
Abstract. We give randomized agreement algorithms with constant expected running time in asynchronous systems subject to process failures, where up to a minority of processes may f...
Ittai Abraham, Marcos Kawazoe Aguilera, Dahlia Mal...
151
Voted
ANTSW
2010
Springer
14 years 12 months ago
Functional Blueprints: An Approach to Modularity in Grown Systems
Abstract. The engineering of grown systems poses fundamentally different system integration challenges than ordinary engineering of static designs. On the one hand, a grown system ...
Jacob Beal
145
Voted
ANTSW
2010
Springer
14 years 12 months ago
Coordinating Heterogeneous Swarms through Minimal Communication among Homogeneous Sub-swarms
robotics, the agents are often assumed to be identical. In this abstract, we argue that the cooperation between swarms of different kinds of robots can enhance the capabilities of ...
Carlo Pinciroli, Rehan O'Grady, Anders Lyhne Chris...
IAT
2010
IEEE
14 years 11 months ago
A Biologically-Inspired Cognitive Agent Model Integrating Declarative Knowledge and Reinforcement Learning
Abstract--The paper proposes a biologically-inspired cognitive agent model, known as FALCON-X, based on an integration of the Adaptive Control of Thought (ACT-R) architecture and a...
Ah-Hwee Tan, Gee Wah Ng