Comparative study of A* and Q-learning in grid-based maze navigation
Danish, Davoud (A.A. 2024/2025) Comparative study of A* and Q-learning in grid-based maze navigation. Tesi di Laurea in Advanced coding for data analytics, Luiss Guido Carli, relatore Alessio Martino, pp. 29. [Bachelor's Degree Thesis]
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Abstract/Index
Background. Grid systems. Pathfinding algorithms in game development. Markov decision process (MDP). Reinforcement learning. Methodology. Environment. Experimentation process. Evaluation metrics. Results. Random environments. Random plus environments. Random environments with reward shaping. An alternative for tabular Q-learning.
References
Bibliografia: p. 22.
| Thesis Type: | Bachelor's Degree Thesis |
|---|---|
| Institution: | Luiss Guido Carli |
| Degree Program: | Bachelor's Degree Programs > Bachelor's Degree Program in Management and Computer Science, English language (L-18) |
| Chair: | Advanced coding for data analytics |
| Thesis Supervisor: | Martino, Alessio |
| Academic Year: | 2024/2025 |
| Session: | Summer |
| Deposited by: | Alessandro Perfetti |
| Date Deposited: | 13 Nov 2025 15:48 |
| Last Modified: | 13 Nov 2025 15:48 |
| URI: | https://tesi.luiss.it/id/eprint/43846 |
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