Artificial General Intelligence: 5th International Conference, AGI 2012, Oxford, UK, December 8-11, 2012. Proceedings

Front Matter....Pages -
Creativity, Cognitive Mechanisms, and Logic....Pages 1-10
MicroPsi 2: The Next Generation of the MicroPsi Framework....Pages 11-20
An Extensible Language Interfacefor Robot Manipulation....Pages 21-30
Noisy Reasoners: Errors of Judgement in Humans and AIs....Pages 31-40
2012: The Connectome, WBE and AGI....Pages 41-49
Logical Prior Probability....Pages 50-59
A Representation Theorem for Decisions about Causal Models....Pages 60-68
Modular Value Iteration through Regional Decomposition....Pages 69-78
Perception Processing for General Intelligence: Bridging the Symbolic/Subsymbolic Gap....Pages 79-88
On Attention Mechanisms for AGI Architectures:A Design Proposal....Pages 89-98
A Framework for Representing Action Meaning in Artificial Systems via Force Dimensions....Pages 99-106
Avoiding Unintended AI Behaviors....Pages 107-116
Decision Support for Safe AI Design....Pages 117-125
On Measuring Social Intelligence: Experiments on Competition and Cooperation....Pages 126-135
Toward Tractable AGI: Challenges for System Identification in Neural Circuitry....Pages 136-147
CHREST Models of Implicit Learning and Board Game Interpretation....Pages 148-157
Syntax-Semantic Mapping for General Intelligence: Language Comprehension as Hypergraph Homomorphism, Language Generation as Constraint Satisfaction....Pages 158-167
An Intelligent Theory of Cost for Partial Metric Spaces....Pages 168-176
Fractal Analogies for General Intelligence....Pages 177-188
Pattern Mining for General Intelligence: The FISHGRAM Algorithm for Frequent and Interesting Subhypergraph Mining....Pages 189-198
Pursuing Artificial General Intelligence by Leveraging the Knowledge Capabilities of ACT-R....Pages 199-208
Space-Time Embedded Intelligence....Pages 209-218
Memory Issues of Intelligent Agents....Pages 219-231
What Is It Like to Be a Brain Simulation?....Pages 232-241
Extending Universal Intelligence Models with Formal Notion of Representation....Pages 242-251
Differences between Kolmogorov Complexity and Solomonoff Probability: Consequences for AGI....Pages 252-261
Deconstructing Reinforcement Learning in Sigma....Pages 262-271
Extending Mental Imagery in Sigma....Pages 272-281
Binary Space Partitioning as Intrinsic Reward....Pages 282-291
Perceptual Time, Perceptual Reality, and General Intelligence....Pages 292-301
Transparent Neural Networks....Pages 302-311
Optimistic AIXI....Pages 312-321
On the Functional Contributions of Emotion Mechanisms to (Artificial) Cognition and Intelligence....Pages 322-331
Stupidity and the Ouroboros Model....Pages 332-340
On Ensemble Techniques for AIXI Approximation....Pages 341-351
Motivation Management in AGI Systems....Pages 352-361
Hippocampal Formation Mechanism Will Inspire Frame Generation for Building an Artificial General Intelligence....Pages 362-371
Fuzzy-Probabilistic Logic for Common Sense....Pages 372-379
Back Matter....Pages -