Frege, On Sense and Nominatum
Frege's ideas on what is the meaning of a name
Welcome to Fungus Field
真菌生长于理念之上
A moldy place where ideas grow
Russell, On Denoting
Russell's ideas on Quantifier Expressions (QE)
Ayer & Logical Positivism
Logical Positivism and Ayer's Verification Principle
Ryle & Ordinary Language Philosophy
Ordinary Language Philosophy, Ryle and Wittgenstein
Ambrose, Linguistic Approaches to Philosophical Problems
Ambrose's ideas on what are philosophers doing
Strawson, On Referring
Strawson's ideas on sentence, utterance, proposition, and presupposition
Grice, Logic and Conversation
Grice's ideas on conversational implicatures
Quine, Two Dogmas of Empiricism
Quine's critique of the two tenets of Logical Positivists
Kripke, Naming and Necessity
Kripke's ideas on names as rigid designators and knowledge modalities
Putnam, Meaning and Reference
Putnam's critique of semantic internalism
Optimal Control Basics
Matrix Derivatives, Newton's Method, and KKT Conditions
Sequential Quadratic Programming
Sequential Quadratic Programming with an example of 2D quadrotor
Reinforcement Learning Basics
Basic concepts of reinforcement learning, Markov Decision Processes, and Bellman Equations
Value / Policy Iteration
Basic RL Algorithms: Value Iteration and Policy Iteration
Monte Carlo Methods
Basic RL Algorithms: Monte Carlo Basics / Exploring Starts / Epsilon-Greedy
Temporal Difference Methods
Basic RL Algorithms: TD(0), SARSA, Q-Learning
Value Function Approximation
Basic RL Algorithms: Deep Q-Networks
Camera Model
Color Space, Rigid Body Motion, Pinhole Camera Model
Single-View Geometry
Homography, Infinity, Vanishing, Single-View Reconstruction
Multi-View Geometry
Epipolar Geometry, Stereo Vision