Combining RL and IL using a dynamic, performance-based modulation over learning signals and its application to local planning
Fuente:
arXiv
Saved in:
| Main Authors: | Leiva, Francisco, Ruiz-del-Solar, Javier |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Autonomous loading of ore piles with Load-Haul-Dump machines using Deep Reinforcement Learning
by: Salas, Rodrigo, et al.
Published: (2024)
by: Salas, Rodrigo, et al.
Published: (2024)
Sistema de navegación de cobertura para vehículos no holonómicos en ambientes de exterior
by: Valenzuela, Michelle, et al.
Published: (2025)
by: Valenzuela, Michelle, et al.
Published: (2025)
Data-driven control of hydraulic impact hammers under strict operational and control constraints
by: Leiva, Francisco, et al.
Published: (2026)
by: Leiva, Francisco, et al.
Published: (2026)
Sem-NaVAE: Semantically-Guided Outdoor Mapless Navigation via Generative Trajectory Priors
by: Olguin, Gonzalo, et al.
Published: (2026)
by: Olguin, Gonzalo, et al.
Published: (2026)
Reinforcement learning based local path planning for mobile robot
by: Gok, Mehmet, et al.
Published: (2023)
by: Gok, Mehmet, et al.
Published: (2023)
UAV-based path planning for efficient localization of non-uniformly distributed weeds using prior knowledge: A reinforcement-learning approach
by: van Essen, Rick, et al.
Published: (2024)
by: van Essen, Rick, et al.
Published: (2024)
MoRI: Mixture of RL and IL Experts for Long-Horizon Manipulation Tasks
by: Xu, Yaohang, et al.
Published: (2026)
by: Xu, Yaohang, et al.
Published: (2026)
Vision-based indoor localization of nano drones in controlled environment with its applications
by: Singh, Simranjeet, et al.
Published: (2024)
by: Singh, Simranjeet, et al.
Published: (2024)
An improved fuzzy‐controlled local path planning algorithm based on dynamic window approach
by: Aizun Liu, et al.
Published: (2024)
by: Aizun Liu, et al.
Published: (2024)
Diffusion-based learning of contact plans for agile locomotion
by: Dhédin, Victor, et al.
Published: (2024)
by: Dhédin, Victor, et al.
Published: (2024)
Autonomous search of real-life environments combining dynamical system-based path planning and unsupervised learning
by: Amadasun, Uyiosa Philip, et al.
Published: (2023)
by: Amadasun, Uyiosa Philip, et al.
Published: (2023)
A multi‐UAV system for coverage path planning applications with in‐flight re‐planning capabilities
by: Marco Andrés Luna, et al.
Published: (2024)
by: Marco Andrés Luna, et al.
Published: (2024)
Physics-data hybrid dynamic model of a multi-axis manipulator for sensorless dexterous manipulation and high-performance motion planning
by: Yang, Wu-Te, et al.
Published: (2024)
by: Yang, Wu-Te, et al.
Published: (2024)
Motion planning for highly-dynamic unconditioned reflexes based on chained Signed Distance Functions
by: Lin, Ken, et al.
Published: (2025)
by: Lin, Ken, et al.
Published: (2025)
Interactive incremental learning of generalizable skills with local trajectory modulation
by: Knauer, Markus, et al.
Published: (2024)
by: Knauer, Markus, et al.
Published: (2024)
Online path planning for kinematic-constrained UAVs in a dynamic environment based on a Differential Evolution algorithm
by: Freitas, Elias J. R., et al.
Published: (2024)
by: Freitas, Elias J. R., et al.
Published: (2024)
Traversability-aware path planning in dynamic environments
by: Marchukov, Yaroslav, et al.
Published: (2025)
by: Marchukov, Yaroslav, et al.
Published: (2025)
PiP-X: Online feedback motion planning/replanning in dynamic environments using invariant funnels
by: Jaffar, Mohamed Khalid M, et al.
Published: (2022)
by: Jaffar, Mohamed Khalid M, et al.
Published: (2022)
Rainbow-DemoRL: Combining Improvements in Demonstration-Augmented Reinforcement Learning
by: Bhatt, Dwait, et al.
Published: (2026)
by: Bhatt, Dwait, et al.
Published: (2026)
Simultaneous learning of state-to-state minimum-time planning and control
by: Dantu, Swati, et al.
Published: (2025)
by: Dantu, Swati, et al.
Published: (2025)
RL-augmented Adaptive Model Predictive Control for Bipedal Locomotion over Challenging Terrain
by: Kamohara, Junnosuke, et al.
Published: (2025)
by: Kamohara, Junnosuke, et al.
Published: (2025)
Efficient optimization-based trajectory planning
by: Fan, Jiayu, et al.
Published: (2023)
by: Fan, Jiayu, et al.
Published: (2023)
Leveraging Symmetry in RL-based Legged Locomotion Control
by: Su, Zhi, et al.
Published: (2024)
by: Su, Zhi, et al.
Published: (2024)
HiLMa-Res: A General Hierarchical Framework via Residual RL for Combining Quadrupedal Locomotion and Manipulation
by: Huang, Xiaoyu, et al.
Published: (2024)
by: Huang, Xiaoyu, et al.
Published: (2024)
Occupation-aware planning method for robotic monitoring missions in dynamic environments
by: Marchukov, Yaroslav, et al.
Published: (2024)
by: Marchukov, Yaroslav, et al.
Published: (2024)
Adaptive formation motion planning and control of autonomous underwater vehicles using deep reinforcement learning
by: Hadi, Behnaz, et al.
Published: (2023)
by: Hadi, Behnaz, et al.
Published: (2023)
Deep hybrid models: infer and plan in a dynamic world
by: Priorelli, Matteo, et al.
Published: (2024)
by: Priorelli, Matteo, et al.
Published: (2024)
LNS2+RL: Combining Multi-Agent Reinforcement Learning with Large Neighborhood Search in Multi-Agent Path Finding
by: Wang, Yutong, et al.
Published: (2024)
by: Wang, Yutong, et al.
Published: (2024)
Adapting Image-based RL Policies via Predicted Rewards
by: Wang, Weiyao, et al.
Published: (2024)
by: Wang, Weiyao, et al.
Published: (2024)
Reinforcement learning with timed constraints for robotics motion planning
by: Wang, Zhaoan, et al.
Published: (2025)
by: Wang, Zhaoan, et al.
Published: (2025)
PlaCo: a QP-based robot planning and control framework
by: Duclusaud, Marc, et al.
Published: (2025)
by: Duclusaud, Marc, et al.
Published: (2025)
AsymDex: Asymmetry and Relative Coordinates for RL-based Bimanual Dexterity
by: Yang, Zhaodong, et al.
Published: (2024)
by: Yang, Zhaodong, et al.
Published: (2024)
Limits of specifiability for sensor-based robotic planning tasks
by: Sakcak, Basak, et al.
Published: (2025)
by: Sakcak, Basak, et al.
Published: (2025)
GAP-RL: Grasps As Points for RL Towards Dynamic Object Grasping
by: Xie, Pengwei, et al.
Published: (2024)
by: Xie, Pengwei, et al.
Published: (2024)
Generalizing from References using a Multi-Task Reference and Goal-Driven RL Framework
by: Wang, Jiashun, et al.
Published: (2026)
by: Wang, Jiashun, et al.
Published: (2026)
HAD: Combining Hierarchical Diffusion with Metric-Decoupled RL for End-to-End Driving
by: Yao, Wenhao, et al.
Published: (2026)
by: Yao, Wenhao, et al.
Published: (2026)
Efficient task and path planning for maintenance automation using a robot system
by: Friedrich, Christian, et al.
Published: (2025)
by: Friedrich, Christian, et al.
Published: (2025)
Towards learning-based planning:The nuPlan benchmark for real-world autonomous driving
by: Karnchanachari, Napat, et al.
Published: (2024)
by: Karnchanachari, Napat, et al.
Published: (2024)
End-to-end deep learning-based framework for path planning and collision checking: bin picking application
by: Tamizi, Mehran Ghafarian, et al.
Published: (2023)
by: Tamizi, Mehran Ghafarian, et al.
Published: (2023)
Multi-goal path planning using multiple random trees
by: Janoš, Jaroslav, et al.
Published: (2021)
by: Janoš, Jaroslav, et al.
Published: (2021)
Similar Items
-
Autonomous loading of ore piles with Load-Haul-Dump machines using Deep Reinforcement Learning
by: Salas, Rodrigo, et al.
Published: (2024) -
Sistema de navegación de cobertura para vehículos no holonómicos en ambientes de exterior
by: Valenzuela, Michelle, et al.
Published: (2025) -
Data-driven control of hydraulic impact hammers under strict operational and control constraints
by: Leiva, Francisco, et al.
Published: (2026) -
Sem-NaVAE: Semantically-Guided Outdoor Mapless Navigation via Generative Trajectory Priors
by: Olguin, Gonzalo, et al.
Published: (2026) -
Reinforcement learning based local path planning for mobile robot
by: Gok, Mehmet, et al.
Published: (2023)