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Usage of Prism

Modelling Language Concurrent Stochastic Multi-player Games (CSGs) For a CSG, each player controls one or more modules and the actions that label commands in a player’s modules must only be used...

Probabilistic Model Checking

Discrete-time Markov Chains Some terminology $P$ is a stochastic matrix: $P(s,s’) \in [0,1]$ for all $s, s’ \in S$ and $\sum_{s’ \in S} P(s,s’) = 1$ for all $s \in S$ $P$ is...

Operating System 00

Intro @NJU OS: Operating System Design and Implementation Websit Videos Book-Operating Systems: Three Easy Pieces References

Stackelberg Equilibrium in Stochastic Games

What is Stackelberg Game A Stackelberg Game is a type of game in which there are two players: the Leader and the Follower. The Leader moves first and chooses a strategy, denoted by π. The Foll...

List 100

Things I want to do before I die. Progress as of May 01, 2023: 4/15. Learn a language other than Chinese and English, maybe French / German / Japanese… Learn to play a music instrument...

Deep Learning in Healthcare (Summary)

NOTE This is just a summary of deep learning in the area of healthcare. I have jumped much trivial stuff. Multi-Layer Perceptrons (MLP) Universal Approximation Theorem A multilayer network of sigm...

Data Visualisation -- Theories

Data Abstraction – Lecture 03 Analysis framework: Four levels, three questions Domain sitation Who are the target user? Abstraction Translate from specifics of domain to vocabulary of v...

Concurrent Stochastic Game

Basic Game Theory for Automatic Verification

Normal form game (NFG) A (finite, $n$-person) normal form game is a tuple N = $(N, A, u)$, where: $N = {1, …, n}$ is a finite set of players; $A = A_1 \times…\times A_n$ and

Automatic Verification of Concurrent Stochastic Systems

Preliminaries Basic game theory concepts Concurrent Stochastic Game Stackelberg Equilibrium in Stochastic Games Markov Chains Probabilistic Model Checking