Neurocomputing · 2024 · 17 citations · 38 references
ComputingAutonomous SystemsRobotics EngineeringAutonomous VehiclesMachine LearningPath PlanningAdaptive ControlNavigation PlanningOptimal ControlPolicy IterationPolicy LearningReinforcement LearningAdaptive RateLearning-based Motion PlanningRegularizationReinforcement Learning For NavigationSample-based Value IterationSample-efficient Policy LearningSample-efficient Reinforcement Learning
38
Human-level control through deep reinforcement learning
Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations
Trust Region Policy Optimization
John Schulman, Sergey Levine, Philipp Moritz et al. · arXiv (Cornell University) · 2015 · 3.1K citations · Full text