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Formal Methods and Planning

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Paper List

  • Synthesis of Robotic System Controllers Using Robotic System Specification Language [Abstract]

  • Overcoming Exploration: Deep Reinforcement Learning for Continuous Control in Cluttered Environments from Temporal Logic Specifications [Abstract]

  • STL: Surprisingly Tricky Logic (for System Validation) [Abstract]

  • Real-Time RRT* with Signal Temporal Logic Preferences [Abstract]

  • Sensor Selection for Fine-Grained Behavior Verification That Respects Privacy [Abstract]

  • An Interactive System for Multiple-Task Linear Temporal Logic Path Planning [Abstract]

  • Temporal Logic-Based Intent Monitoring for Mobile Robots [Abstract]

  • Evaluation Metrics of Object Detection for Quantitative System-Level Analysis of Safety-Critical Autonomous Systems [Abstract]

  • Energy-Aware Planning of Heterogeneous Multi-Agent Systems for Serving Cooperative Tasks with Temporal Logic Specifications [Abstract]

  • Efficient Symbolic Approaches for Quantitative Reactive Synthesis with Finite Tasks [Abstract]

  • Minimal Path Violation Problem with Application to Fault Tolerant Motion Planning of Manipulators [Abstract]

  • Reinforcement Learning under Probabilistic Spatio-Temporal Constraints with Time Windows [Abstract]

  • Lie Group Formulation and Sensitivity Analysis for Shape Sensing of Variable Curvature Continuum Robots with General String Encoder Routing [Abstract]