‘The six pac-men' : exploring the strength of advice provision and the impact of an adversarial advisor in reinforcement learning

• Main Author: Arun, Rakshitha
• Other Authors: Zinovi Rabinovich
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/148063
• Institution: Nanyang Technological University

Reinforcement learning in multi-agent scenarios is gaining popularity in recent times, with the student-teacher framework claiming its efficiency in the context of advice provision. The research in this paper describes a single-student-multi-teacher setting of a game environment. A new game titled...