Latest Research in Optimization and Control

17 research papers · 2026 median publication year

Top Research Topics in Optimization and Control

Highest-Cited Papers

  1. Multi-Agent Learning with Cooperation-Driven Optimization Dynamics
  2. Continual Learning for Traversability Prediction with Uncertainty-Aware Adaptation
  3. Development of an Educational Platform for Reinforcement Learning Control of a Rotary Inverted Pendulum Based on LW-RCP
  4. JEPLO: Joint-Embedding Predictive Learning for LiDAR-Based Legged Locomotion
  5. Convex Pursuit-Evasion Games for Spacecraft Proximity Operations on Circular and Elliptical Orbits
  6. Prospect Theoretic Approach to Pursuit-evasion Differential Games with Risk Aversion and Probability Sensitivity
  7. A hierarchical navigation decision-making method for UAV swarms in unknown communication-constrained environments
  8. Self-Evolving Scientific Agent Designs Physically Reasoned White-Box Fluid Control
  9. From Learning to Control: Data-Driven Multi-Agent Reinforcement Learning for Multivariable Control in a Microalgae Bioprocess
  10. Deception in Reach-Avoid Game with Unknown Heterogeneous Attackers Speed Information
  11. DRL-Based LEO Constellation Design for Regional Navigation Enhancement
  12. When Adaptive Sampling Fails: A Controlled Evaluation of Graph-Based Path Planning for a Cuspidal 3R Manipulator
  13. New strategies for some pursuit-evasion differential games with Gronwall-type constraints
  14. Analysis of First-Order Linear Pursuit and Evasion Differential Games with Gronwall-Type Constraints
  15. Solution and Optimal Strategies for a Differential Game of Pursuit-Evasion with Point-Wise Constraints
  16. Receding Fixed-Horizon Optimization for Near-Time-Optimal Trajectory Planning and Control
  17. Reinforcement Learning-Guided Evolutionary Policy Optimization for Preference-Adjustable Heterogeneous Agile Earth Observation Satellite Scheduling
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L3 Region - - 2026 Sep Q3

Optimization and Control

17 papers

Top Topics (10)

Optimization and Control4
Robotics3
Systems and Control2
Artificial Intelligence2
Multiagent Systems1
Adaptive Dynamic Programming Control1
UAV Applications and Optimization1
Computer Science and Game Theory1
Spacecraft Dynamics and Control1
Robotic Path Planning Algorithms1

Top Publications (17)

1.Multi-Agent Learning with Cooperation-Driven Optimization Dynamics2.Continual Learning for Traversability Prediction with Uncertainty-Aware Adaptation3.Development of an Educational Platform for Reinforcement Learning Control of a Rotary Inverted Pendulum Based on LW-RCP4.JEPLO: Joint-Embedding Predictive Learning for LiDAR-Based Legged Locomotion5.Convex Pursuit-Evasion Games for Spacecraft Proximity Operations on Circular and Elliptical Orbits6.Prospect Theoretic Approach to Pursuit-evasion Differential Games with Risk Aversion and Probability Sensitivity7.A hierarchical navigation decision-making method for UAV swarms in unknown communication-constrained environments8.Self-Evolving Scientific Agent Designs Physically Reasoned White-Box Fluid Control9.From Learning to Control: Data-Driven Multi-Agent Reinforcement Learning for Multivariable Control in a Microalgae Bioprocess10.Deception in Reach-Avoid Game with Unknown Heterogeneous Attackers Speed Information11.DRL-Based LEO Constellation Design for Regional Navigation Enhancement12.When Adaptive Sampling Fails: A Controlled Evaluation of Graph-Based Path Planning for a Cuspidal 3R Manipulator13.New strategies for some pursuit-evasion differential games with Gronwall-type constraints14.Analysis of First-Order Linear Pursuit and Evasion Differential Games with Gronwall-Type Constraints15.Solution and Optimal Strategies for a Differential Game of Pursuit-Evasion with Point-Wise Constraints16.Receding Fixed-Horizon Optimization for Near-Time-Optimal Trajectory Planning and Control17.Reinforcement Learning-Guided Evolutionary Policy Optimization for Preference-Adjustable Heterogeneous Agile Earth Observation Satellite Scheduling
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