Algorithmic complexity bounds on future prediction errors
Information and Computation
On generalized computable universal priors and their convergence
Theoretical Computer Science - Algorithmic learning theory
On semimeasures predicting Martin-Löf random sequences
Theoretical Computer Science
Universal Intelligence: A Definition of Machine Intelligence
Minds and Machines
Information Processing Letters
Nonstochastic bandits: Countable decision set, unbounded costs and reactive environments
Theoretical Computer Science
Fundamenta Informaticae
Consistency of discrete Bayesian learning
Theoretical Computer Science
On the possibility of learning in reactive environments with arbitrary dependence
Theoretical Computer Science
On Universal Transfer Learning
ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
Projection with Double Nonlinear Integrals for Classification
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
ALT '08 Proceedings of the 19th international conference on Algorithmic Learning Theory
On universal transfer learning
Theoretical Computer Science
Introduction: Aspects of Artificial General Intelligence
Proceedings of the 2007 conference on Advances in Artificial General Intelligence: Concepts, Architectures and Algorithms: Proceedings of the AGI Workshop 2006
A Collection of Definitions of Intelligence
Proceedings of the 2007 conference on Advances in Artificial General Intelligence: Concepts, Architectures and Algorithms: Proceedings of the AGI Workshop 2006
Artificial General Intelligence through Large-Scale, Multimodal Bayesian Learning
Proceedings of the 2008 conference on Artificial General Intelligence 2008: Proceedings of the First AGI Conference
A computational approximation to the AIXI model
Proceedings of the 2008 conference on Artificial General Intelligence 2008: Proceedings of the First AGI Conference
Essential Phenomena of General Intelligence
Proceedings of the 2008 conference on Artificial General Intelligence 2008: Proceedings of the First AGI Conference
Proceedings of the 2008 conference on Artificial General Intelligence 2008: Proceedings of the First AGI Conference
Adversarial Sequence Prediction
Proceedings of the 2008 conference on Artificial General Intelligence 2008: Proceedings of the First AGI Conference
A universal measure of intelligence for artificial agents
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Stationary algorithmic probability
Theoretical Computer Science
Sequential predictions based on algorithmic complexity
Journal of Computer and System Sciences
On Finding Predictors for Arbitrary Families of Processes
The Journal of Machine Learning Research
On the consistency of discrete Bayesian learning
STACS'07 Proceedings of the 24th annual conference on Theoretical aspects of computer science
DS'07 Proceedings of the 10th international conference on Discovery science
Active MIB: addressing challenges of wireless mesh networks
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
Characterizing predictable classes of processes
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
2006: celebrating 75 years of AI - history and outlook: the next 25 years
50 years of artificial intelligence
50 years of artificial intelligence
AI viewed as a "science of the culture"
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Can Machines Think? An Old Question Reformulated
Minds and Machines
The neuronal replicator hypothesis
Neural Computation
A minimum relative entropy principle for learning and acting
Journal of Artificial Intelligence Research
Optimality issues of universal greedy agents with static priors
ALT'10 Proceedings of the 21st international conference on Algorithmic learning theory
Completely self-referential optimal reinforcement learners
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Rainbow of computer science
A Monte-Carlo AIXI approximation
Journal of Artificial Intelligence Research
Self-modification and mortality in artificial agents
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
Delusion, survival, and intelligent agents
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
Sequential constant size compressors for reinforcement learning
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
An information theoretic representation of agent dynamics as set intersections
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
From memory to problem solving: mechanism reuse in a graphical cognitive architecture
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
Rationality and general intelligence
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
On fast deep nets for AGI vision
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
Societies of intelligent agents
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
Measuring agent intelligence via hierarchies of environments
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
Real-world limits to algorithmic intelligence
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
AGI and neuroscience: open sourcing the brain
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
Universal prediction of selected bits
ALT'11 Proceedings of the 22nd international conference on Algorithmic learning theory
ALT'11 Proceedings of the 22nd international conference on Algorithmic learning theory
ALT'11 Proceedings of the 22nd international conference on Algorithmic learning theory
General discounting versus average reward
ALT'06 Proceedings of the 17th international conference on Algorithmic Learning Theory
The missing consistency theorem for bayesian learning: stochastic model selection
ALT'06 Proceedings of the 17th international conference on Algorithmic Learning Theory
Is there an elegant universal theory of prediction?
ALT'06 Proceedings of the 17th international conference on Algorithmic Learning Theory
Asymptotic learnability of reinforcement problems with arbitrary dependence
ALT'06 Proceedings of the 17th international conference on Algorithmic Learning Theory
Defensive universal learning with experts
ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
Monotone conditional complexity bounds on future prediction errors
ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
Functional programs as compressed data
PEPM '12 Proceedings of the ACM SIGPLAN 2012 workshop on Partial evaluation and program manipulation
On the foundations of universal sequence prediction
TAMC'06 Proceedings of the Third international conference on Theory and Applications of Models of Computation
A theory of goal-oriented communication
Journal of the ACM (JACM)
Feature reinforcement learning in practice
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
Fundamenta Informaticae
Making solomonoff induction effective: or: you can learn what you can bound
CiE'12 Proceedings of the 8th Turing Centenary conference on Computability in Europe: how the world computes
MAS-based Agent Societies by Means of Scout Movement
International Journal of Agent Technologies and Systems
Optimistic agents are asymptotically optimal
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Avoiding unintended AI behaviors
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
Decision support for safe AI design
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
Space-Time embedded intelligence
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
Memory issues of intelligent agents
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
Extending universal intelligence models with formal notion of representation
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
Differences between kolmogorov complexity and solomonoff probability: consequences for AGI
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
Deconstructing reinforcement learning in sigma
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
Extending mental imagery in sigma
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
On ensemble techniques for AIXI approximation
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
On Potential Cognitive Abilities in the Machine Kingdom
Minds and Machines
Resource-bounded machines are motivated to be effective, efficient, and curious
AGI'13 Proceedings of the 6th international conference on Artificial General Intelligence
Learning agents with evolving hypothesis classes
AGI'13 Proceedings of the 6th international conference on Artificial General Intelligence
The arcade learning environment: an evaluation platform for general agents
Journal of Artificial Intelligence Research
Universal knowledge-seeking agents
Theoretical Computer Science
General time consistent discounting
Theoretical Computer Science
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