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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
From Motor Learning to Interaction Learning in Robots

From Motor Learning to Interaction Learning in Robots

Peters, Jan
Sigaud, Olivier

Hardcover

Series: Studies in Computational Intelligence, Book 264

Technology & EngineeringGeneral Computers

ISBN10: 3642051804
ISBN13: 9783642051807
Publisher: Springer
Published: Feb 4 2010
Pages: 538
Weight: 2.00
Height: 1.30 Width: 6.10 Depth: 9.10
Language: English
From Motor Learning to Interaction Learning in Robots.- From Motor Learning to Interaction Learning in Robots.- I: Biologically Inspired Models for Motor Learning.- Distributed Adaptive Control: A Proposal on the Neuronal Organization of Adaptive Goal Oriented Behavior.- Proprioception and Imitation: On the Road to Agent Individuation.- Adaptive Optimal Feedback Control with Learned Internal Dynamics Models.- The SURE_REACH Model for Motor Learning and Control of a Redundant Arm: From Modeling Human Behavior to Applications in Robotics.- Intrinsically Motivated Exploration for Developmental and Active Sensorimotor Learning.- II: Learning Policies for Motor Control.- Learning to Exploit Proximal Force Sensing: A Comparison Approach.- Learning Forward Models for the Operational Space Control of Redundant Robots.- Real-Time Local GP Model Learning.- Imitation and Reinforcement Learning for Motor Primitives with Perceptual Coupling.- A Bayesian View on Motor Control and Planning.- Methods for Learning Control Policies from Variable-Constraint Demonstrations.- Motor Learning at Intermediate Reynolds Number: Experiments with Policy Gradient on the Flapping Flight of a Rigid Wing.- III: Imitation and Interaction Learning.- Abstraction Levels for Robotic Imitation: Overview and Computational Approaches.- Learning to Imitate Human Actions through Eigenposes.- Incremental Learning of Full Body Motion Primitives.- Can We Learn Finite State Machine Robot Controllers from Interactive Demonstration?.- Mobile Robot Motion Control from Demonstration and Corrective Feedback.- Learning Continuous Grasp Affordances by Sensorimotor Exploration.- Multimodal Language Acquisition Based on Motor Learning and Interaction.- Human-Robot Cooperation Based on Interaction Learning.

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