Hierarchical multi-agent reinforcement learning with options

• Main Author: Ang, Wan Qi
• Other Authors: Lana Obraztsova
• 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/10356/148028
• Institution: Nanyang Technological University

In recent years, there are many state-of-the-art multi-agent reinforcement learning (MARL) algorithms that aim to get multiple agents to work together to achieve a common goal. COMA is one of these breakthroughs that proposes a counterfactual baseline to address the credit assignment problem in mult...