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4. AGI 2011: Mountain View, CA, USA
- Jürgen Schmidhuber, Kristinn R. Thórisson, Moshe Looks:
Artificial General Intelligence - 4th International Conference, AGI 2011, Mountain View, CA, USA, August 3-6, 2011. Proceedings. Lecture Notes in Computer Science 6830, Springer 2011, ISBN 978-3-642-22886-5
Long Papers
- Laurent Orseau, Mark B. Ring:
Self-Modification and Mortality in Artificial Agents. 1-10 - Mark B. Ring, Laurent Orseau:
Delusion, Survival, and Intelligent Agents. 11-20 - Tom Schaul, Leo Pape, Tobias Glasmachers, Vincent Graziano, Jürgen Schmidhuber:
Coherence Progress: A Measure of Interestingness Based on Fixed Compressors. 21-30 - Linus Gisslén, Matthew D. Luciw, Vincent Graziano, Jürgen Schmidhuber:
Sequential Constant Size Compressors for Reinforcement Learning. 31-40 - Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber:
Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments. 41-51 - Tobias Glasmachers, Jürgen Schmidhuber:
Optimal Direct Policy Search. 52-61 - Matthew Iklé, Ben Goertzel:
Nonlinear-Dynamical Attention Allocation via Information Geometry. 62-71 - Samuel Epstein, Margrit Betke:
An Information Theoretic Representation of Agent Dynamics as Set Intersections. 72-81 - José Hernández-Orallo, David L. Dowe, Sergio España-Cubillo, M. Victoria Hernández-Lloreda, Javier Insa-Cabrera:
On More Realistic Environment Distributions for Defining, Evaluating and Developing Intelligence. 82-91 - Sergio Pissanetzky:
Structural Emergence in Partially Ordered Sets Is the Key to Intelligence. 92-101 - Unmesh Kurup, Christian Lebiere, Anthony Stentz:
Integrating Perception and Cognition for AGI. 102-111 - Derek Monner, James A. Reggia:
Systematically Grounding Language through Vision in a Deep, Recurrent Neural Network. 112-121 - Javier Insa-Cabrera, David L. Dowe, Sergio España-Cubillo, M. Victoria Hernández-Lloreda, José Hernández-Orallo:
Comparing Humans and AI Agents. 122-132 - Javier Snaider, Ryan James McCall, Stan Franklin:
The LIDA Framework as a General Tool for AGI. 133-142 - Paul S. Rosenbloom:
From Memory to Problem Solving: Mechanism Reuse in a Graphical Cognitive Architecture. 143-152 - Mark Waser:
Rational Universal Benevolence: Simpler, Safer, and Wiser Than "Friendly AI". 153-162 - Benjamin Johnston:
The Collection of Physical Knowledge and Its Application in Intelligent Systems. 163-173 - Helmar Gust, Ulf Krumnack, Maricarmen Martínez, Ahmed M. H. Abdel-Fattah, Martin Schmidt, Kai-Uwe Kühnberger:
Rationality and General Intelligence. 174-183 - Florin Popescu:
Wagging the Dog: Human vs. Machine Inference of Causality in Visual Sequences. 184-193 - Haris Dindo, Antonio Chella, Giuseppe La Tona, Monica Vitali, Eric Nivel, Kristinn R. Thórisson:
Learning Problem Solving Skills from Demonstration: An Architectural Approach. 194-203 - David L. Dowe, José Hernández-Orallo, Paramjit K. Das:
Compression and Intelligence: Social Environments and Communication. 204-211 - Zhenhua Cai, Ben Goertzel, Nil Geisweiller:
OpenPsi: Realizing Dörner's "Psi" Cognitive Model in the OpenCog Integrative AGI Architecture. 212-221 - Alessandro Oltramari, Christian Lebiere:
Extending Cognitive Architectures with Semantic Resources. 222-231 - Joscha Bach:
A Motivational System for Cognitive AI. 232-242 - Jürgen Schmidhuber, Dan C. Ciresan, Ueli Meier, Jonathan Masci, Alex Graves:
On Fast Deep Nets for AGI Vision. 243-246 - Serge Thill:
Considerations for a Neuroscience-Inspired Approach to the Design of Artificial Intelligent Systems. 247-254 - L. Andrew Coward:
Brain Anatomy and Artificial Intelligence. 255-268
Short Papers
- Daniel Alexander Braun, Pedro Alejandro Ortega:
Information, Utility and Bounded Rationality. 269-274 - Bas R. Steunebrink, Jürgen Schmidhuber:
A Family of Gödel Machine Implementations. 275-280 - Pedro Alejandro Ortega, Daniel Alexander Braun, Simon J. Godsill:
Reinforcement Learning and the Bayesian Control Rule. 281-285 - Bill Hibbard:
Societies of Intelligent Agents. 286-290 - Elias Ruiz, Augusto Meléndez, Luis Enrique Sucar:
Towards a General Vision System Based on Symbol-Relation Grammars and Bayesian Networks. 291-296 - Pei Wang, Seemal Awan:
Reasoning in Non-Axiomatic Logic: A Case Study in Medical Diagnosis. 297-302 - Bill Hibbard:
Measuring Agent Intelligence via Hierarchies of Environments. 303-308 - Daniel Dewey:
Learning What to Value. 309-314 - András Lörincz:
Learning the States: A Brain Inspired Neural Model. 315-320 - András Lörincz, Dániel Takács:
AGI Architecture Measures Human Parameters and Optimizes Human Performance. 321-326 - Karol Waledzik, Jacek Mandziuk:
Multigame Playing by Means of UCT Enhanced with Automatically Generated Evaluation Functions. 327-332 - Marius Raab, Mark Wernsdorfer, Emanuel Kitzelmann, Ute Schmid:
From Sensorimotor Graphs to Rules: An Agent Learns from a Stream of Experience. 333-339 - Ben Goertzel, Matthew Iklé:
Three Hypotheses about the Geometry of Mind. 340-345 - Ben Goertzel:
Imprecise Probability as a Linking Mechanism between Deep Learning, Symbolic Cognition and Local Feature Detection in Vision Processing. 346-350 - Brian Mingus, Trent Kriete, Seth A. Herd, Dean Wyatte, Kenneth Latimer, Randy O'Reilly:
Generalization of Figure-Ground Segmentation from Binocular to Monocular Vision in an Embodied Biological Brain Model. 351-356 - Claude F. Touzet:
The Illusion of Internal Joy. 357-362 - Iris Oved, Ian R. Fasel:
Philosophically Inspired Concept Acquisition for Artificial General Intelligence. 363-369 - Daniel L. Silver:
Machine Lifelong Learning: Challenges and Benefits for Artificial General Intelligence. 370-375 - Jianglong Nan, Fintan J. Costello:
A Demonstration of Combining Spatial and Temporal Perception. 376-381 - Eray Özkural:
Towards Heuristic Algorithmic Memory. 382-387 - Eliezer Yudkowsky:
Complex Value Systems in Friendly AI. 388-393 - Leo Pape, Arthur Kok:
Real-World Limits to Algorithmic Intelligence. 394-400 - Randal A. Koene:
AGI and Neuroscience: Open Sourcing the Brain. 401-406 - Janelle Szary, Bryan Kerster, Christopher T. Kello:
What Makes a Brain Smart? Reservoir Computing as an Approach for General Intelligence. 407-413
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