Links to articles I love
The following articles had major influence on my research scoping. The research each influenced is denoted by the tags: QCA, QiBAM, QuASeR, QEAIT, QKSA, QKSA+, YAQQ, ARA. The bold ones are the major background works for each project.
Postdoc research
read in 2023
- Automated Gadget Discovery in Science YAQQ
- Discovering Quantum Circuit Components with Program Synthesis YAQQ
- Where are we heading with NISQ? QCA
- Quantum computation with machine-learning-controlled quantum stuff YAQQ
- What can we know about that which we cannot even imagine? ARA
read in 2022
- Maximal Algorithmic Caliber and Algorithmic Causal Network Inference: General Principles of Real-World General Intelligence? ARA
- Compositional Scientific Computing with Catlab and SemanticModels ARA
- Kolmogorov Complexity of Categories ARA
- Finding Structure in Science and Mathematics ARA
- Physics, Topology, Logic and Computation: A Rosetta Stone ARA
- The Physicalization of Metamathematics and Its Implications for the Foundations of Mathematics ARA
- Resource theory of quantum uncomplexity YAQQ
Ph.D. research
read in 2021
- A Complete Theory of Everything (will be subjective) ARA
- Space-Time Embedded Intelligence QKSA+
- Quantum speedup in the identification of cause-effect relations QKSA+
- Testing quantum theory with thought experiments QKSA+
- The Concept of the Ruliad QKSA, ARA
- Algorithmic Thermodynamics QKSA, ARA
- The Second Law of Quantum Complexity QKSA, YAQQ
- Thermodynamic costs of Turing machines QKSA, ARA
read in 2020
- The bitter truth about gate-based quantum algorithms in the NISQ era QCA
- The Universe is Lawless or “Pantôn chrêmatôn metron anthrôpon einai” ARA
- Eigenforms, Interfaces and Holographic Encoding - Toward an Evolutionary Account of Objects and Spacetime ARA
- Law without law: from observer states to physics via algorithmic information theory QKSA
- Universal Algorithmic Intelligence: A mathematical top->down approach QKSA
- Algorithmic Theories of Everything QKSA, ARA
- A Computer Scientist’s View of Life, the Universe, and Everything QKSA, ARA
read in 2019
- Ultimate Cognition à la Gödel QKSA, ARA
- A Gentle Introduction to Quantum Computing Algorithms with Applications to Universal Prediction QEAIT, QKSA
- Revisiting the simulation of quantum Turing machines by quantum circuits QEAIT
- Calculating Kolmogorov Complexity from the Output Frequency Distributions of Small Turing Machines QEAIT
- Formal Definitions of Unbounded Evolution and Innovation Reveal Universal Mechanisms for Open-Ended Evolution in Dynamical Systems QEAIT
- Evolving Turing Machines for Biosequence Recognition and Analysis QEAIT
- Life’s code script QEAIT
read in 2018
- Quantum-assisted quantum compiling QuASeR, QEAIT
- A Tutorial on Formulating and Using QUBO Models QuASeR
- The unconstrained binary quadratic programming problem: a survey QuASeR
- From the Quantum Approximate Optimization Algorithm to a Quantum Alternating Operator Ansatz QuASeR
- The Expressive Power of Parameterized Quantum Circuits QuASeR
- A Quantum Approximate Optimization Algorithm QuASeR
- BCG: The Next Decade in Quantum Computing and How to Play QCA, QuASeR
- Quantum Computing in the NISQ era and beyond QCA
M.Sc. research
read in 2017
- Quantum associative memory with improved distributed queries QiBAM
- Quantum Associative Memory QiBAM
- Quantum Pattern Matching QiBAM
- Is Quantum Search Practical? QiBAM
- Generalized Grover Search Algorithm for Arbitrary Initial Amplitude Distribution QiBAM
- Quantum Amplitude Amplification and Estimation QiBAM
- Tight bounds on quantum searching QiBAM
- A fast quantum mechanical algorithm for database search QiBAM
- Fast Quantum Search Algorithms in Protein Sequence Comparison - Quantum Biocomputing QiBAM
read in 2016
- A heterogeneous quantum computer architecture QCA
- A blueprint for building a quantum computer QCA
- A New BSQDD Approach for Synthesis of Quantum Circuit QCA
- The Limits of Quantum Computers QCA
- Strengths and Weaknesses of Quantum Computing QCA
Blogs/Sites to follow
Researchers
- Jürgen Schmidhuber - artificial general intelligence
- Marcus Hutter - artificial general intelligence
- Eliezer Yudkowsky - artificial general intelligence
- Hector Zenil - algorithmic information theory
- Evan Patterson - category theory
- Bartosz Milewski - category theory
- Scott Aaronson - quantum complexity
- Chris Adami
Organizations
- DeepMind - artificial general intelligence
- OpenAI - artificial general intelligence
- LessWrong - artificial general intelligence
- Machine Intelligence Research Institute - artificial general intelligence
- xAI - artificial general intelligence
- OpenNARS - artificial general intelligence
- OpenCog - artificial general intelligence
- Wolfram Institute - complexity sciences
- Santa Fe Institute - complexity sciences
- Topos Institute - category theory
- nLab - category theory
- Centre for Applied Compositionality - category theory
- QuTech - quantum technologies
- FQXi - physics
- Future of Humanity Institute - multidisciplinary research
- Institute of Semantic Information Sciences and Technology - philosophy of information
Courses I recommend
- What is Computation? From Turing Machines to Black Holes and Neurons
- Understanding Artificial Intelligence through Algorithmic Information Theory
- Algorithmic Information Dynamics: A Computational Approach to Causality and Living Systems From Networks to Cells
- Quantum Machine Learning
- General Theory of General Intelligence
- Boltzmann Law: Physics to Computing