7 nov 2024
-
MuJoCo Paper: https://web.archive.org/web/20110913133415id_/http://www.cs.washington.edu/homes/todorov/papers/MuJoCo.pdf
-
PyTorch Paper: https://arxiv.org/abs/1912.01703
-
Self Organized criticality in Neural Networks: https://arxiv.org/abs/2107.03402#
-
Theoretical foundations of studying criticality in the brain: https://arxiv.org/abs/2306.05635
-
Classes of small world networks: https://pmc.ncbi.nlm.nih.gov/articles/PMC17168/pdf/pq011149.pdf
15 oct 2024
- https://antongerdelan.net/teaching/3dprog1/maths_cheat_sheet.pdf
- https://tug.org/texshowcase/cheat.pdf
1 oct 2024
- CP Snow, the two cultures https://apps.weber.edu/wsuimages/michaelwutz/6510.Trio/Rede-lecture-2-cultures.pdf (ref'ed by https://valer.dev/posts/2024-10-01-all-models-are-wrong-john-sterman/)
11 june 2024
Verkle Trees paper: https://math.mit.edu/research/highschool/primes/materials/2018/Kuszmaul.pdf
Sci + ML discovery:
- Scientific discovery in the age of artificial intelligence: https://www.nature.com/articles/s41586-023-06221-2
- more is different: https://cse-robotics.engr.tamu.edu/dshell/cs689/papers/anderson72more_is_different.pdf
Symbolic Regression:
-
https://arxiv.org/abs/2103.15147 (Symbolic regression outperforms other models for small data sets)
-
https://arxiv.org/abs/2006.10782 AIFeynman // Max Tegmark
-
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7159912/ (both refs from wiki/symbolic regression)
Episodic Future Thinking (EFT):
- https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=episodic+future+thinking&btnG= (refs from Imaginable)
-
The 8 Fallacies of Assembly Theory https://hectorzenil.medium.com/the-8-fallacies-of-assembly-theory-ba54428b0b45
-
Reconstruction of Economics (book, essays, ~1970) https://www.aier.org/wp-content/uploads/2017/07/RE70.pdf
- t.roughgarden, analyisis of eip1559 https://arxiv.org/pdf/2012.00854.pdf extremly fire
and while going through the paper, asking which comes first, formalism or intuition, a new list is born
- https://www.jstor.org/stable/23250188
- https://link.springer.com/article/10.1007/BF01809611
- https://www.ams.org/journals/bull/2000-37-01/S0273-0979-99-00802-2/S0273-0979-99-00802-2.pdf
- https://www.britannica.com/science/philosophy-of-mathematics/Logicism-intuitionism-and-formalism
- https://people.csail.mit.edu/costis/simplified.pdf
- https://arxiv.org/abs/2301.02129
- https://people.cs.pitt.edu/~kirk/CS1699Fall2014/lect4.pdf 🔥
- https://schoeneb.people.si.umich.edu/papers/ConciseNash-ec.pdf
- https://www.cs.cmu.edu/~sandholm/SNE.aamas12.pdf hmm...
More on the topology of 2x2 games (the "new periodic table"):
- https://arxiv.org/pdf/1010.4727.pdf The Robinson-Goforth topology of swaps in adjoining payoffs elegantly arranges 2x2 ordinal games in accordance with important properties including symmetry, number of dominant strategies and Nash Equilibria, and alignment of interests. Adding payoff families based on Nash Equilibria illustrates an additional aspect of this order and aids visualization of the topology. Making ties through half-swaps not only creates simpler games within the topology, but, in reverse, breaking ties shows the evolution of preferences, yielding a natural ordering for the topology of 2x2 games with ties. An ordinal game not only represents an equivalence class of games with real values, but also a discrete equivalent of the normalized version of those games. The topology provides coordinates which could be used to identify related games in a semantic web ontology and facilitate comparative analysis of agent-based simulations and other research in game theory, as well as charting relationships and potential moves between games as a tool for institutional analysis and design.
Nash Eq. in living organisms 🤯
- https://www.nature.com/articles/s41598-021-99428-0 The Nash equilibrium concept has previously been shown to be an important tool to understand human sensorimotor interactions, where different actors vie for minimizing their respective effort while engaging in a multi-agent motor task. However, it is not clear how such equilibria are reached....
Games with Incomplete Information Played by "Bayesian" Players:
- https://sci-hub.se/https://www.jstor.org/stable/2118175 '95 nobel
- https://sci-hub.se/https://www.jstor.org/stable/2628393 part 1
- https://sci-hub.se/https://www.jstor.org/stable/2628673 part 2
- https://sci-hub.se/https://www.jstor.org/stable/2628894 part 3
Nash:
- https://www.sscnet.ucla.edu/polisci/faculty/chwe/austen/nash1950.pdf
- https://sci-hub.se/https://www.jstor.org/stable/1969529
https://flamegpu.com/citations/
- intro and refs: https://sci-hub.se/https://doi.org/10.1016/j.jedc.2014.09.026
behavioral cloning, pikl, ...
- https://arxiv.org/pdf/1805.01954.pdf#page8
- http://www.cse.unsw.edu.au/~claude/papers/MI15.pdf
- https://arxiv.org/pdf/2112.07544.pdf
-
https://arxiv.org/abs/1310.4546 [Distributed Representations of Words and Phrases and their Compositionality]
-
https://sthalles.github.io/a-few-words-on-representation-learning/#1
-
https://sci-hub.se/10.1007/978-1-4899-0718-9_30 [weaver '48]
- https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1003109
- https://csc.ucdavis.edu/~cmg/papers/CalcEmerg.pdf
- https://sci-hub.se/https://doi.org/10.1142/S021952590100019X
- https://royalsocietypublishing.org/doi/10.1098/rstb.2011.0214
- https://sci-hub.se/https://www.jstor.org/stable/10.1086/506526
- https://onlinelibrary.wiley.com/doi/pdf/10.1002/(SICI)1099-0526(199709/10)3:1%3C9::AID-CPLX4%3E3.0.CO;2-9
- https://onlinelibrary.wiley.com/doi/10.1002/%28SICI%291099-0526%28199609/10%292%3A1%3C44%3A%3AAID-CPLX10%3E3.0.CO%3B2-X
- https://www.princeton.edu/~wbialek/our_papers/mora+bialek_11.pdf
- https://sci-hub.se/https://doi.org/10.1103/physreve.68.046114
- https://www.worldscientific.com/doi/epdf/10.1142/S0219525920500071