Multi-agent Soft Actor-Critic with Coordinated Loss for Autonomous Mobility-on-Demand Fleet Control

Keyphrases

• Mobility-on-demand 100%
• Fleet Control 100%
• Soft Actor-critic 100%
• Control Strategy 50%
• Numerical Experiments 50%
• Loss Function 50%
• Sequential Decision Problems 50%
• Coordinated Action 50%
• Central Operator 50%
• Soft Actor-critic Algorithm 50%
• Weighted Bipartite Matching 50%
• Autonomous Mobility-on-demand (AMoD) 50%
• Algorithm Architecture 50%
• Profit-maximizing 50%
• Request Dispatching 50%
• Vehicle Base 50%
• On-demand System 50%
• Dispatching Policy 50%

Computer Science

• multi agent 100%
• bipartite matching 50%
• Coordinated Action 50%
• Decision-Making 50%