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Composing Learning for Artificial Cognitive Systems (CompLACS)
Published on Mar 14, 20123207 Views
One of the aspirations of machine learning is to develop intelligent systems that can address a wide variety of control problems of many different types. However, although the community has developed
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Chapter list
Composing Learning For Artificial Cognitive Systems (CompLACS)00:00
Main theme of the project00:41
Components and learning problems01:05
"Design Scenarios"02:13
Application scenarios as testbeds02:41
Application: Robot arm03:21
Application: Quadrocoper05:22
Application: Web Content Analyser05:40
WP1: Perceptual and Experiential Representations06:21
WP2: Multi-armed bandits and extensions - 107:10
WP2: Multi-armed bandits and extensions - 208:28
WP3: Towards real-world reinforcement learning09:11
WP5: Control and learning of multicomponent intelligent systems09:40
WP4: Self motivated and autonomous exploration and skill acquisition10:08
Autonomous exploration12:13
Project details12:37