Search Results - "Angulo, Brian"

  • Showing 1 - 10 results of 10
Refine Results
  1. 1
  2. 2

    Policy Optimization to Learn Adaptive Motion Primitives in Path Planning With Dynamic Obstacles by Angulo, Brian, Panov, Aleksandr, Yakovlev, Konstantin

    Published in IEEE robotics and automation letters (01-02-2023)
    “…This letter addresses the kinodynamic motion planning for non-holonomic robots in dynamic environments with both static and dynamic obstacles - a challenging…”
    Get full text
    Journal Article
  3. 3
  4. 4
  5. 5

    Policy Optimization to Learn Adaptive Motion Primitives in Path Planning with Dynamic Obstacles by Angulo, Brian, Panov, Aleksandr, Yakovlev, Konstantin

    Published 29-12-2022
    “…This paper addresses the kinodynamic motion planning for non-holonomic robots in dynamic environments with both static and dynamic obstacles -- a challenging…”
    Get full text
    Journal Article
  6. 6

    Safe Policy Exploration Improvement via Subgoals by Angulo, Brian, Gorbov, Gregory, Panov, Aleksandr, Yakovlev, Konstantin

    Published 25-08-2024
    “…Reinforcement learning is a widely used approach to autonomous navigation, showing potential in various tasks and robotic setups. Still, it often struggles to…”
    Get full text
    Journal Article
  7. 7

    Evaluation of Safety Constraints in Autonomous Navigation with Deep Reinforcement Learning by Angulo, Brian, Gorbov, Gregory, Panov, Aleksandr, Yakovlev, Konstantin

    Published 26-07-2023
    “…While reinforcement learning algorithms have had great success in the field of autonomous navigation, they cannot be straightforwardly applied to the real…”
    Get full text
    Journal Article
  8. 8

    Augmenting GRIPS with Heuristic Sampling for Planning Feasible Trajectories of a Car-Like Robot by Angulo, Brian, Yakovlev, Konstantin, Radionov, Ivan

    Published 15-08-2021
    “…Kinodynamic motion planning for non-holomonic mobile robots is a challenging problem that is lacking a universal solution. One of the computationally efficient…”
    Get full text
    Journal Article
  9. 9

    Augmenting GRIPS with Heuristic Sampling for Planning Feasible Trajectories of a Car-Like Robot by Angulo, Brian, Radionov, Ivan, Yakovlev, Konstantin

    “…Kinodynamic motion planning for non-holomonic mobile robots is a challenging problem that is lacking a universal solution. One of the computationally efficient…”
    Get full text
    Conference Proceeding
  10. 10

    Empirical Evaluation of Theta-RRT and GRIPS Algorithms by Ali, Zain A., Angulo, Brian, Golovin, Vladislav, Yakovlev, Konstantin

    “…Motion planning is a fundamental task for wheeled mobile robots. This task becomes challenging when the kinematic constraints of the robot (differential-drive,…”
    Get full text
    Conference Proceeding