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2Optimality of Universal Prediction for General Loss and Alphabet
M. Hutter. Istituto Dalle Molle di Studi sull'Intelligenza Artificiale, Manno (Lugano), CH, (2002)
17 years ago by @idsia
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algorithmic,
bayesian,
complexity,
deterministic,
function,
induction,
information,
juergen,
kolmogorov,
leaning,
loss,
prediction,
probability,
solomonoff,
theory,
universal
algorithmic,bayesian,complexity,deterministic,function,induction,information,juergen,kolmogorov,leaning,loss,prediction,probability,solomonoff,theory,universal
(0)
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2Sequential Predictions based on Algorithmic Complexity
M. Hutter. Journal of Computer and System Sciences, (2006)
17 years ago by @idsia
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algorithmic,
complexity,
convergence,
description,
information,
juergen,
kolmogorov,
length,
minimal,
monotone,
prediction,
prior,
self-optimizingness,
sequence,
solomonoffs,
theory
algorithmic,complexity,convergence,description,information,juergen,kolmogorov,length,minimal,monotone,prediction,prior,self-optimizingness,sequence,solomonoffs,theory
(0)
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3Monotone Conditional Complexity Bounds on Future Prediction Errors
A. Chernov, and M. Hutter. Proc. 16th International Conf. on Algorithmic Learning Theory (ALT'05), volume 3734 of LNAI, page 414--428. Singapore, Springer, Berlin, (2005)
17 years ago by @idsia
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bounds,
complexity,
conditional,
deficiency,
error,
future,
juergen,
kolmogorov,
loss,
monotone,
online,
posterior,
prediction,
prior,
randomness,
sequential,
solomonoff,
total
bounds,complexity,conditional,deficiency,error,future,juergen,kolmogorov,loss,monotone,online,posterior,prediction,prior,randomness,sequential,solomonoff,total
(0)
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6Sequence Prediction based on Monotone Complexity
M. Hutter. Proc. 16th Annual Conf. on Learning Theory (COLT'03), volume 2777 of LNAI, page 506--521. Washington, DC, Springer, Berlin, (2003)
17 years ago by @idsia
show all tags
algorithmic,
complexity,
convergence,
description,
information,
juergen,
kolmogorov,
length,
minimal,
monotone,
prediction,
prior,
self-optimizingness,
sequence,
solomonoffs,
theory
algorithmic,complexity,convergence,description,information,juergen,kolmogorov,length,minimal,monotone,prediction,prior,self-optimizingness,sequence,solomonoffs,theory
(0)
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2Universal Sequential Decisions in Unknown Environments
M. Hutter. Proc. 5th European Workshop on Reinforcement Learning (EWRL-5), 27, page 25--26. Onderwijsinsituut CKI, Utrecht Univ., (2001)
17 years ago by @idsia
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agents,
algorithmic,
artificial,
complexity,
computational,
decision,
induction,
intelligence,
juergen,
kolmogorov,
learning,
probability,
rational,
reinforcement,
sequential,
solomonoff,
theory,
universal
agents,algorithmic,artificial,complexity,computational,decision,induction,intelligence,juergen,kolmogorov,learning,probability,rational,reinforcement,sequential,solomonoff,theory,universal
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2Optimality of Universal Prediction for General Loss and Alphabet
M. Hutter. Istituto Dalle Molle di Studi sull'Intelligenza Artificiale, Manno (Lugano), CH, (2002)
17 years ago by @schaul
show all tags
algorithmic,
bayesian,
complexity,
deterministic,
function,
induction,
information,
juergen,
kolmogorov,
leaning,
loss,
prediction,
probability,
solomonoff,
theory,
universal
algorithmic,bayesian,complexity,deterministic,function,induction,information,juergen,kolmogorov,leaning,loss,prediction,probability,solomonoff,theory,universal
(0)
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2Sequential Predictions based on Algorithmic Complexity
M. Hutter. Journal of Computer and System Sciences, (2006)
17 years ago by @schaul
show all tags
algorithmic,
complexity,
convergence,
description,
information,
juergen,
kolmogorov,
length,
minimal,
monotone,
prediction,
prior,
self-optimizingness,
sequence,
solomonoffs,
theory
algorithmic,complexity,convergence,description,information,juergen,kolmogorov,length,minimal,monotone,prediction,prior,self-optimizingness,sequence,solomonoffs,theory
(0)
copydeleteadd this publication to your clipboard
3Monotone Conditional Complexity Bounds on Future Prediction Errors
A. Chernov, and M. Hutter. Proc. 16th International Conf. on Algorithmic Learning Theory (ALT'05), volume 3734 of LNAI, page 414--428. Singapore, Springer, Berlin, (2005)
17 years ago by @schaul
show all tags
bounds,
complexity,
conditional,
deficiency,
error,
future,
juergen,
kolmogorov,
loss,
monotone,
online,
posterior,
prediction,
prior,
randomness,
sequential,
solomonoff,
total
bounds,complexity,conditional,deficiency,error,future,juergen,kolmogorov,loss,monotone,online,posterior,prediction,prior,randomness,sequential,solomonoff,total
(0)
copydeleteadd this publication to your clipboard
6Sequence Prediction based on Monotone Complexity
M. Hutter. Proc. 16th Annual Conf. on Learning Theory (COLT'03), volume 2777 of LNAI, page 506--521. Washington, DC, Springer, Berlin, (2003)
17 years ago by @schaul
show all tags
algorithmic,
complexity,
convergence,
description,
information,
juergen,
kolmogorov,
length,
minimal,
monotone,
prediction,
prior,
self-optimizingness,
sequence,
solomonoffs,
theory
algorithmic,complexity,convergence,description,information,juergen,kolmogorov,length,minimal,monotone,prediction,prior,self-optimizingness,sequence,solomonoffs,theory
(0)
copydeleteadd this publication to your clipboard
2Universal Sequential Decisions in Unknown Environments
M. Hutter. Proc. 5th European Workshop on Reinforcement Learning (EWRL-5), 27, page 25--26. Onderwijsinsituut CKI, Utrecht Univ., (2001)
17 years ago by @schaul
show all tags
agents,
algorithmic,
artificial,
complexity,
computational,
decision,
induction,
intelligence,
juergen,
kolmogorov,
learning,
probability,
rational,
reinforcement,
sequential,
solomonoff,
theory,
universal
agents,algorithmic,artificial,complexity,computational,decision,induction,intelligence,juergen,kolmogorov,learning,probability,rational,reinforcement,sequential,solomonoff,theory,universal
(0)
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2Optimality of Universal Prediction for General Loss and Alphabet

2Sequential Predictions based on Algorithmic Complexity

3Monotone Conditional Complexity Bounds on Future Prediction Errors

6Sequence Prediction based on Monotone Complexity

2Universal Sequential Decisions in Unknown Environments

2Optimality of Universal Prediction for General Loss and Alphabet

2Sequential Predictions based on Algorithmic Complexity

3Monotone Conditional Complexity Bounds on Future Prediction Errors

6Sequence Prediction based on Monotone Complexity

2Universal Sequential Decisions in Unknown Environments

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