Cloning the classic games Pac-Man (Arcade), Ms. Pac-Man (Arcade), Ms. Pac-Man (Tengen) in JavaFX (2D+3D).

Pac-Man/Ms. Pac-Man (JavaFX, game model and logic, no UI)

An AI agent developed to play Ms. Pac-Man by adopting a strategy formed by MCTS and a FSM.

We use the Rainbow DQN model to build agents that play Ms-Pacman, Atlantis and Demon Attack. We make modifications to the model that allow much faster convergence on Ms-Pacman with respect to Deepmind's original paper and obtain comparable performance.

Ant colony controlled ghosts for Ms. Pac-Man (2016 IEEE CEC)

Autonomous Agents course at ECE TUC. Project written in Python using Q-learning for an autonomous behavior on a Pac_man Agent

A multi-system emulator