AI Papers

Coursework report documenting a Genetic Algorithm solution: problem setup, encoding, selection, crossover/mutation choices, and experimental results with parameter tuning.

Coursework report focused on gradient-based optimization: objective definition, update rule, step-size considerations, convergence behavior, and practical results on a spatial search/optimization task.

Coursework report describing Minimax for deterministic two-player games: game tree search, evaluation strategy, and experiments demonstrating decision quality and search depth trade-offs.

Coursework report on Neural Networks: architecture, activation functions, backpropagation, and training evaluation on classification datasets.

Coursework report on ID3 decision trees: entropy/information gain, tree construction, and evaluation on a classification task with discussion of strengths and limitations.