Optimal Control Synthesis with Relaxed Global Temporal Logic Specifications for Homogeneous Multi-robot Teams Tags: Multi-Robot SystemsMulti-Agent SystemsUser PreferencesTemporal RelaxationTime-Window Temporal LogicLinear Temporal LogicMixed Integer Linear ProgrammingAutomata Read more about Optimal Control Synthesis with Relaxed Global Temporal Logic Specifications for Homogeneous Multi-robot Teams
Learning Minimally-Violating Continuous Control for Infeasible Linear Temporal Logic Specifications Tags: Reinforcement LearningLinear Temporal LogicMinimum ViolationSampling-based MethodsMachine LearningAutomata Read more about Learning Minimally-Violating Continuous Control for Infeasible Linear Temporal Logic Specifications
Energy-Constrained Active Exploration Under Incremental-Resolution Symbolic Perception Tags: Control SynthesisActive ExplorationPerception-AwareIncremental Symbolic PerceptionAutomataMixed Integer Linear ProgrammingGround Robotics Read more about Energy-Constrained Active Exploration Under Incremental-Resolution Symbolic Perception
Distributed Fair Assignment and Rebalancing for Mobility-on-Demand Systems via an Auction-based Method Tags: Fair AssignmentFormal MethodsMulti-Agent SystemsRoutingAuctionAutomataDistributed Planning Read more about Distributed Fair Assignment and Rebalancing for Mobility-on-Demand Systems via an Auction-based Method
Overcoming Exploration: Deep Reinforcement Learning for Continuous Control in Cluttered Environments from Temporal Logic Specifications Tags: Reinforcement LearningLinear Temporal LogicSampling-based MethodsMachine LearningAutomata Read more about Overcoming Exploration: Deep Reinforcement Learning for Continuous Control in Cluttered Environments from Temporal Logic Specifications
Fair Planning for Mobility-on-Demand with Temporal Logic Requests Tags: Fair AssignmentFormal MethodsMulti-Agent SystemsRoutingInteger Linear ProgrammingAutomata Read more about Fair Planning for Mobility-on-Demand with Temporal Logic Requests
When to Terminate: Path-non Existence Verification Improves Sampling-based Motion Planning Tags: Motion and Path PlanningAutomataAutonomous CarLinear Temporal LogicMinimum-Violation Read more about When to Terminate: Path-non Existence Verification Improves Sampling-based Motion Planning
Automata-based Optimal Planning with Relaxed Specifications Tags: AutomataUser PreferencesControl SynthesisTemporal RelaxationTime-Window Temporal LogicLinear Temporal Logic Read more about Automata-based Optimal Planning with Relaxed Specifications
Learning An Explainable Trajectory Generator Using The Automaton Generative Network (AGN) Tags: Autonomous CarAutomataMachine Learning Read more about Learning An Explainable Trajectory Generator Using The Automaton Generative Network (AGN)
Reactive Sampling-Based Path Planning with Temporal Logic Specifications Tags: Sampling-based MethodsMotion and Path PlanningAutomataLinear Temporal Logic Read more about Reactive Sampling-Based Path Planning with Temporal Logic Specifications