Computers learning PDEs Pt. 1: The linear Schrödinger equation
Learn how to solve the Schrödinger-Poisson equation with physics-informed neural networks, starting with the linear Schrödinger equation!
Recent Posts
Computers learning Bomberman Pt. 2: Deep Q-learning
Learn how to make computers play Bomberman using the Deep Q-learning algorithm with convolutional neural networks
Computers learning Bomberman Pt. 1: Tabular Q-learning
Learn how to make computers play Bomberman using the Q-learning algorithm
Computers learning Tic-Tac-Toe Pt. 4: Towards Rainbow DQN
Three add-ons that stabilise and speed up deep Q-learning - Double DQN, Dueling DQN and Prioritised Experience Replay
Computers learning Tic-Tac-Toe Pt. 3: Optimisation
Performance and hyperparameter optimisation for the single-network DQN algorithm for Tic-Tac-Toe