Towards Robust Deep Reinforcement Learning for Traffic Signal Control: Demand Surges, Incidents and Sensor Failures

Computer Science

• Sensor Failure 100%
• Reinforcement Learning 100%
• Traffic Signal 100%
• Deep Reinforcement Learning 100%
• Simulation Environment 25%

Keyphrases

• Robust Deep Reinforcement Learning 100%
• Deep Reinforcement Learning Algorithm 100%
• Adaptive Traffic 50%
• Exogenous Uncertainty 50%

Chemical Engineering

• Reinforcement Learning 100%