From Animals to Animats 13 13th International Conference on Simulation of Adaptive Behavior, SAB 2014, Castellón, Spain, July 22-25, 2014. Proceedings - Pobil, Angel P. del; Chinellato, Eris; Martinez-Martin, Ester; Hallam, John; Cervera, Enric; Morales, Antonio (Cham : Springer International Publishing, 2014)
Animat Approach and Methodology -- A Role for Sleep in Artificial Cognition through Deferred Restructuring of Experience in Autonomous Machines -- Time in Consciousness, Memory and Human-Robot Interaction -- Non-representational Sensorimotor Knowledge -- Perception and Motor Control -- Self-exploration of the Stumpy Robot with Predictive Information Maximization -- Detecting the Vibration in the Artificial Web Inspired by the Spider -- Modelling Reaction Times in Non-linear Classification Tasks -- Multiple Decoupled CPGs with Local Sensory Feedback for Adaptive Locomotion Behaviors of Bio-inspired Walking Robots -- Poramate Manoonpong -- The Role of a Cerebellum-Driven Perceptual Prediction within a Robotic Postural Task -- Biomimetic Agent Based Modelling Using Male Frog Calling Behaviour as a Case Study -- Navigation and Internal World Models Snapshot Homing Navigation Based on Edge Features -- Ground-Nesting Insects Could Use Visual Tracking for Monitoring Nest Position during Learning Flights -- Adaptive Landmark-Based Navigation System Using Learning Techniques -- Robustness Study of a Multimodal Compass Inspired from HD-Cells and Dynamic Neural Fields -- Learning and Adaptation -- Developmental Dynamics of RNNPB: New Insight about Infant Action Development -- Simulating the Emergence of Early Physical and Social Interactions: A Developmental Route through Low Level Visuomotor Learning -- Intrinsically Motivated Decision Making for Situated, Goal-Driven Agents -- An Anti-hebbian Learning Rule to Represent Drive Motivations for Reinforcement Learning -- Unsupervised Learning of Sensory Primitives from Optical Flow Fields -- Reinforcement-Driven Shaping of Sequence Learning in Neural Dynamics -- Rapid Humanoid Motion Learning through Coordinated, Parallel Evolution -- Evolution -- Programmable Self-assembly with Chained Soft Cells: An Algorithm to Fold into 2-D Shapes -- Voxel Robot: A Pneumatic Robot with Deformable Morphology -- Task-Driven Evolution of Modular Self-reconfigurable Robots -- A Bacterial-Based Algorithm to Simulate Complex Adaptive Systems -- Online Evolution of Deep Convolutional Network for Vision-Based Reinforcement Learning -- Collective and Social Behavior -- A Swarm Robotics Approach to Task Allocation under Soft Deadlines and Negligible Switching Costs -- Supervised Robot Groups with Reconfigurable Formation: Theory and Simulations -- Coupling Learning Capability and Local Rules for the Improvement of the Objects' Aggregation Task by a Cognitive Multi-Robot System -- Honeybee-Inspired Quality Monitoring of Routing Paths in Mobile Ad Hoc Networks -- Human Inspiration and Comparison for Monitoring Strategies in a Robotic Convoy Task -- Animal Social Behaviour: A Visual Analysis -- Crowd Emotion Detection Using Dynamic Probabilistic Models.
Keywords: Computer science; Computers; Algorithms; Artificial intelligence; Image processing; Pattern recognition