A number of agents (PPO, MuZero) with a Perceiver-based NN architecture that can be trained to achieve goals in nethack/minihack environments.
Repository of the Artificial Intelligence Fundamentals [AIF] course's final project using MiniHack, a.y. 2023/24.
Artificial Intelligence Fundamentals project. Computer Science Master Degree, University of Pisa. A.Y 2023/2024
Project for Artificial Intelligence Fundamentals AS 24-25. Focusing on search algorithms in a nethack enviroment with a secondary goal.
nextdataAI: a Python library for solving mazes using classical algorithms (A*, BFS, DFS, Dijkstra, Greedy), reinforcement learning (QLearning, QTable, QNN, QLSTM), and novel pseudo-heuristics. Features include a neural network-based heuristic approximating Manhattan distance (NNHeuristic) and a custom SManhattan heuristic, a dataset gener
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