Sumários
Learning in games
13 Maio 2019, 16:30 • Luis Manuel Ferreira Fernandes Moniz
Learning concepts applied to games. Bayes classifiers. Decision trees. Reinforcement learning. Neural Networks. Monte Carlo Tree Search. Application examples.
Planners
6 Maio 2019, 18:30 • Luis Manuel Ferreira Fernandes Moniz
Use the planner example in a set of planning problems and domains.
Planning in games
6 Maio 2019, 16:30 • Luis Manuel Ferreira Fernandes Moniz
Introduction to game planning. Basic concepts. Classical planning algorithms, search in state space. Neoclassical algorithms, search in the space of planes, POP and PNP algorithms. Planning Graphs. Hierarchical planning, HTN algorithms.
Search algorithms in turn based games
29 Abril 2019, 18:30 • Luis Manuel Ferreira Fernandes Moniz
Heuristic and algorithm construction for the game "Four in a row. Using the game "Four in a row" as a base, build an efficient evaluation function for a board. Develop a version of the algorithm Aspiration Search for this game.
Turn based games
29 Abril 2019, 16:30 • Luis Manuel Ferreira Fernandes Moniz
Search algorithms in turn-based games. Minimax and Alpha-Beta. Extensions and variants. Algorithms supported by memory and pre-defined plays. Board games and strategy.