@inproceedings{sol:50struct, author={Solomonoff, R.J. and Rapoport, A.}, title={Structure of Random Nets}, Booktitle={Proc. Int. Cong. Mathematicians}, year={1950}, pages={674-5}, publisher={American Mathematical Society}, address={Providence, R.I.}, } @article{sol:51connect, author={Solomonoff, R.J. and Rapoport, A.}, title={Connectivity of Random Nets}, journal={Bulletin of Mathematical Biophysics}, year={1951}, volume={13}, number={2}, pages={107--117}, } @article{sol:52exact, author={Solomonoff, R.J.}, title={An Exact Method for the Computation of the Connectivity of Random Nets}, journal={Bulletin of Mathematical Biophysics}, year={1952}, volume={14}, number={2}, pages={153-157}, } @inproceedings{Sol:53opt, author={Solomonoff, R.J.}, title={An Optically Driven Airborne Chopper}, booktitle={Proceedings of the 3rd Typhoon Symposium}, year={1953}, pages={205}, } @article{Sol:54photo, author={Schwartz, J. and Solomonoff, R.J.}, title={Photoelectric Chopper for Guided Missiles}, journal={Electronics}, year={1954}, month={November}, } @inproceedings{Sol:effects, author={Solomonoff, R.J.}, title={Effects of {H}eisenberg's Principle on Channel Capacity}, booktitle={Proc. of the IRE}, year={1955}, month={April}, pages={484}, } @misc{sol:56indinf, author={Solomonoff, R.J.}, title={An Inductive Inference Machine}, howpublished={Dartmouth Summer Research Project on Artificial Intelligence}, year={1956}, month={August}, note={A privately circulated report}, } @inproceedings{sol:57indinf, author={Solomonoff, R.J.}, title={An Inductive Inference Machine}, booktitle={IRE Convention Record, Section on Information Theory, Part 2}, year={1957}, pages={56--62}, } @inproceedings{Sol:57part, author={Bergen, M.S.D.F.A.R. and Bishop, WB and Buchanan, BL and Dilworth, RP and Ackerlind, E. and Solomonoff, R.J. and others}, title={Part n-Circuit Theory; Information Theory}, booktitle={IEEE international convention record}, year={1957}, pages={293}, organization={Institute of Electrical and Electronics Engineers}, } @techreport{sol:58utility, author={Solomonoff, R.J.}, title={Utility Evaluation}, institution={Zator Co. and Air Force Office of Scientific Research}, year={1958}, type={Publication VI23}, month={April}, number={30}, } @inproceedings{Sol:58mech, author={Solomonoff, R.J.}, title={The Mechanization of Linguistic Learning}, booktitle={Proceedings of the Second International Congress on Cybernetics}, year={1958}, month={May}, address={Namur, Belgium}, pages={180--193}, } @techreport{Sol:59progress, author={Solomonoff, R.J.}, title={Progress Report: Research on Inductive Inference for the Year Ending {M}arch 1959}, institution={Zator Co. and Air Force Office of Scientific Research}, year={1959}, number={ZTB 130}, Month={May}, } @incollection{Sol:59bmachprog, author={Solomonoff, R.J.}, title={A Progress Report on Machines to Learn to Translate Languages and Retrieve Information}, booktitle={Advances in Documentation and Library Science, Part 2 (Reprint from Proceedings of International Conference for Standards on a Common Language for Machine Searching and Translation 1959)}, publisher={Interscience Publishers}, year={1959}, volume={III}, pages={941-953}, } @inproceedings{Sol:1959new, author={Solomonoff, R.J.}, title={A new method for discovering the grammars of phrase structure languages}, booktitle={Proceedings of the International Conference on Information Processing}, year={1959}, address={Unesco, Paris, France}, } @techreport{Sol:60indinffeb, author = {Solomonoff, R.J.}, title = {A Preliminary Report on a General Theory of Inductive Inference}, institution = {Zator Co. and Air Force Office of Scientific Research}, year = {1960}, number={V-131}, address = {Cambridge, Mass.}, month={Feb}, } @techreport{Sol:60indinfnov, author = {Solomonoff, R.J.}, title = {A Preliminary Report on a General Theory of Inductive Inference. (Revision of {R}eport {V}-131)}, institution = {Zator Co. and Air Force Office of Scientific Research}, year = {1960}, number={ZTB-138}, address = {Cambridge, Mass.}, month={Nov}, } @techreport{Sol:60progres, author={Solomonoff, R.J.}, title={Progress report: Research on Inductive Inference {A}pril 1959 to {N}ovember 1960}, institution={Rockford Research Co. and Air Force Office of Scientific Research}, year={1961}, month={January}, number={ZTB 139}, } @techreport{Sol:61coding, author={Solomonoff, R.J.}, title={A Coding Method for Inductive Inference}, institution={Rockford Research Co. and Air Force Office of Scientific Research}, year={1961}, month={April}, number={ZTB 140}, address={Cambridge, Mass.}, } @techreport{Sol:62indinfcode, author={Solomonoff, R.J.}, title={An Inductive Inference Code Employing Definitions}, institution={Rockford Research Co. and Air Force Office of Scientific Research}, year={1962}, month={April}, number={ZTB 141}, address={Cambridge, Mass.}, } @incollection{Sol:62training, author={Solomonoff, R.J.}, title={Training Sequences for Mechanized Induction}, booktitle={Self-Organizing Systems}, editor={M. Yovits}, publisher={Spartan Books}, year={1962}, pages={425-434}, } @article{Sol:62comments, author={Solomonoff, R.J.}, title={Comments on {D}r. {S}. {W}atanabe's paper}, journal={Synthese}, year={1962}, month={Sept}, volume={14}, number={2}, pages={97--100}, } @article{Sol:64aformal, author={Solomonoff, R.J.}, title = {A Formal Theory of Inductive Inference: Part {I}}, journal = {Information and Control}, year = {1964}, volume ={7}, number ={1}, month ={March}, pages = {1--22}, } @article{Sol:64bformal, author={Solomonoff, R.J.}, title = {A Formal Theory of Inductive Inference: Part {I}{I}}, journal ={Information and Control}, year = {1964}, volume = {7}, number = {2}, month ={June}, pages ={224--254}, } @article{Sol:66work, author={Solomonoff, R.J.}, title={Some recent work in artificial intelligence}, journal={Proceedings of the IEEE}, year={1966}, volume={54}, number={12}, month={Dec}, pages={1687--1697}, } @techreport{Sol:67indinf, author={Solomonoff, R.J.}, title={Inductive Inference Research Status, Spring, 1967}, institution={Rockford Research Co. and Air Force Office of Scientific Research}, year={1967}, month={July}, number={RTB 154}, address={140 1/2 Mt, Auburn St., Cambridge, Mass.}, } @article{Sol:68search, author={Solomonoff, R.J.}, title={The search for artificial intelligence}, journal={Electronics and Power}, year={1968}, month={Jan}, volume={14}, number={1}, pages={8-11}, } @inproceedings{Sol:75adequacy, author={Solomonoff, R.J.}, title={The Adequacy of Complexity models of induction}, booktitle={Logic, Methodology and Philosophy of Science: Proceedings of the Fifth International Congress}, year={1975}, month={September}, address={London, Ontario, Canada}, pages={19-20}, note={Section VI}, } @inproceedings{Sol:75indinf, author={Solomonoff, R.J.}, title={Inductive inference theory - A unified approach to problems in pattern recognition and artificial intelligence}, booktitle={Proceedings of the Fourth International Joint Conference on Artificial Intelligence}, year={1975}, month={Sept}, volume={1}, address={Tbilisi, Georgia, U.S.S.R.}, pages={274--280}, } @article{Sol:78comp, author={Solomonoff, R.J.}, title={Complexity-based Induction Systems: Comparisons and Convergence Theorems}, journal={IEEE Transactions on Information Theory}, year={1978}, month={July}, volume={IT--24}, number={4}, pages={422--432}, } @techreport{Sol:perfect, author={Solomonoff, R.J.}, title={Perfect Training Sequences and the Costs of Corruption --- a Progress Report on Induction Inference Research}, Institution={Oxbridge Research, Cambridge, Ma.}, year={1982}, month={August}, } @techreport{Sol:optimum, author={Solomonoff, R.J.}, title={Optimum Sequential Search}, Institution={Oxbridge Research, Cambridge, Mass.}, year={1984}, month={June}, } @techreport{Sol:two, author={Solomonoff, R.J.}, title={Two Kinds of Complexity}, institution={Oxbridge Research, Cambridge, Mass.}, year={1985}, } @article{Sol:85time, author={Solomonoff, R.J.}, title={The Time Scale of Artificial Intelligence; Reflections on Social Effects}, journal={Human Systems Management}, year={1985}, volume={5}, pages={149--153}, } @incollection{Sol:86app, author={Solomonoff, R.J.}, title={The Application of Algorithmic Probability to Problems in Artificial Intelligence}, booktitle={Uncertainty in Artificial Intelligence}, publisher={Elsevier Science Publishers, B.V.}, year={1986}, editor={Kanal, L.N. and Lemmer, J.F.}, pages={473--491}, note={Also in: M.Kochen and H.M. Hastings, Eds., Advances in Cognitive Science, AAAS Selected Symposia Series, AAAS, Washington, D.C., pp. 210-227, 1988}, } @inproceedings{Sol:89inclearn, author={Solomonoff, R.J.}, title={A System for Incremental Learning Based on Algorithmic Probability}, booktitle={Proceedings of the Sixth Israeli Conference on Artificial Intelligence, Computer Vision and Pattern Recognition}, year={1989}, month={Dec}, pages={515--527}, } @inproceedings{Sol:89alpa, author={Solomonoff, R.J.}, title={A System for Machine Learning Based on Algorithmic Probability}, booktitle={Conference Proceedings, IEEE International Conference on Systems, Man and Cybernetics}, year={1989}, pages={298--299}, organization={IEEE}, } @article{Sol:90autoa, author={Paul, WJ and Solomonoff, R.J.}, title={Autonomous Theory Building Systems}, journal={Neural networks and adaptive learning, Schloss Reisenberg, Knowledge Processing and its Applications Series}, year={1990}, publisher={Elsevier science publishers BV}, } @article{Sol:95autob, author={Paul, W.J. and Solomonoff, R.J.}, title={Autonomous Theory Building Systems}, journal={Annals of Operations Research}, year={1995}, volume={55}, number={1}, pages={179--193}, publisher={Springer} } @inproceedings{Sol:95discovery, author={Solomonoff, R.J.}, title={The Discovery of Algorithmic Probability: A guide for the Programming of True Creativity}, booktitle={Computational Learning Theory}, year={1995}, pages={1--22}, publisher={Springer} } @inproceedings{Sol:96alpsolvea, author={Solomonoff, R.J.}, title={Does Algorithmic Probability Solve the Problem of Induction}, booktitle={Invited talk; Proceedings of the Information, Statistics and Induction in Science (ISIS) Conference}, year={1996}, institution={Monash University}, address={Melbourne, Australia}, editor={D. L. Dowe and K. B. Korb and J. J. Oliver}, pages={7--8}, publisher={World Scientific}, month={August}, note={ISBN 981-02-2824-4}, } @article{Sol:97discovery, author={Solomonoff, R.J.}, title={The discovery of algorithmic probability}, journal={Journal of Computer and System Sciences}, volume={55}, number={1}, pages={73--88}, year={1997}, month={August}, } @article{Sol:99two, author={Solomonoff, R.J.}, title={Two Kinds of Probabilistic Induction}, journal={The Computer Journal}, year={1999}, volume={42}, number={4}, pages={256}, publisher={Br Computer Soc}, } @inproceedings{Sol:02inclearna, author={Solomonoff, R.J.}, title={Progress in Incremental Machine Learning}, booktitle={NIPS Workshop on Universal Learning Algorithms and Optimal Search}, year={2002}, organization={NIPS}, address={Whistler, BC}, } @techreport{Sol:03inclearnb, author={Solomonoff, R.J.}, title={Progress in incremental machine learning—preliminary report for NIPS 2002 workshop on universal learners and optimal search}, year={2003}, institution={Technical Report IDSIA-16-03, IDSIA, Lugano}, } @article{Sol:03universal, author={Solomonoff, R.J.}, title={The Universal Distribution and Machine Learning}, author={Solomonoff, R.J.}, journal={The Computer Journal}, volume={46}, number={6}, pages={598--601}, publisher={Br Computer Soc.}, year={2003}, note={Inaugural Kolmogorov Lecture, Feb 27, 2003, CLRC, Royal Holloway, University of London, England}, } @misc{Sol:lecture1, author={Solomonoff, R.J.}, title={Lecture 1: Algorithmic Probability}, organization={M.I.T.}, year={2005}, } @misc{Sol:lecture2, author={Solomonoff, R.J.}, title={Lecture 2: Applications of Algorithmic Probability}, organization={M.I.T.}, year={2005}, } @misc{Sol:lecture3, author={Solomonoff, R.J.}, title={Algorithmic Probability, {A}{I} and {N}{K}{S}}, organization={Midwest NKS conference}, year={2005}, month={Oct}, } @inproceedings{Sol:06machine, author={Solomonoff, R.J.}, title={Machine Learning --- Past and Future}, booktitle={Revision August 11, 2009, of lecture given at AI@50, The Dartmouth Artificial Intelligence Conference, Dartmouth, N.H. July 13-15, 2006}, year={2006}, month={July}, address={Dartmouth, NH}, } @article{Sol:07incomp, author={Solomonoff, R.J.}, title={Incomputability in Games, Wars and Economics --- Inductive Inference in Hostile Environments}, journal={Logic, Computability and Randomness}, year={2007}, pages={19}, } @article{Sol:08probundef, author={Solomonoff, R.J.}, title={The Probability of Undefined (Non-converging) Output in Generating the Universal Probability Distribution}, journal={Information Processing Letters}, year={2007}, volume={106}, number={6}, pages={238--240}, publisher={Elsevier}, } @article{Sol:08three, author={Solomonoff, R.J.}, title={Three Kinds of Probabilistic Induction: Universal Distributions and Convergence Theorems}, journal={The Computer Journal}, year= {2008}, volume={51}, number={5}, pages={566--570}, note={Christopher Stewart Wallace (1933-2004) memorial special issue}, publisher={Br Computer Soc}, } @inbook{Sol09:alptheory, author ={Solomonoff, R.J.}, title ={Algorithmic Probability: Theory and Applications}, booktitle ={Information Theory and Statistical Learning}, year={2009}, editor={F. Emmert-Streib and M. Dehmer}, pages={1--23}, publisher={Springer Science and Business Media}, address = {N.Y.}, note = {Revision of published article}, } @inproceedings{Sol:10alpagi, author={Solomonoff, R.J.}, title={Algorithmic Probability, Heuristic Programming and AGI}, booktitle={Proceedings of the Third Conference on Artificial General Intelligence, AGI 2010}, year={2010}, month={March}, pages={251--157}, organization={IDSIA}, address={Lugano, Switzerland}, } @inbook{Sol11:alpprob, author ={Solomonoff, R.J.}, title ={Algorithmic Probability -- Its Discovery -- Its Properties and Application to Strong AI}, booktitle ={Randomness Through Computation: Some Answers, More Questions}, year = {2011}, pages = {1--23}, editor = {Hector Zenil}, publisher = {World Scientific Publishing Company}, }