DR-MPC: Deep Residual Model Predictive Control for Real-world Social Navigation
Fuente:
arXiv
Saved in:
| Main Authors: | Han, James R., Thomas, Hugues, Zhang, Jian, Rhinehart, Nicholas, Barfoot, Timothy D. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Ratatouille: Imitation Learning Ingredients for Real-world Social Robot Navigation
by: Han, James R., et al.
Published: (2025)
by: Han, James R., et al.
Published: (2025)
Residual Reward Models for Preference-based Reinforcement Learning
by: Cao, Chenyang, et al.
Published: (2025)
by: Cao, Chenyang, et al.
Published: (2025)
OSCAR: Obstacle Survival Curves for Adaptive Robot Navigation
by: Sahak, Hshmat, et al.
Published: (2026)
by: Sahak, Hshmat, et al.
Published: (2026)
Incremental Residual Reinforcement Learning Toward Real-World Learning for Social Navigation
by: Nagahisa, Haruto, et al.
Published: (2026)
by: Nagahisa, Haruto, et al.
Published: (2026)
AutoWorld: Scaling Multi-Agent Traffic Simulation with Self-Supervised World Models
by: Pourkeshavatz, Mozhgan, et al.
Published: (2026)
by: Pourkeshavatz, Mozhgan, et al.
Published: (2026)
LeTac-MPC: Learning Model Predictive Control for Tactile-reactive Grasping
by: Xu, Zhengtong, et al.
Published: (2024)
by: Xu, Zhengtong, et al.
Published: (2024)
MakeWay: Object-Aware Costmaps for Proactive Indoor Navigation Using LiDAR
by: Xu, Binbin, et al.
Published: (2024)
by: Xu, Binbin, et al.
Published: (2024)
Dream-MPC: Gradient-Based Model Predictive Control with Latent Imagination
by: Spieler, Jonathan, et al.
Published: (2026)
by: Spieler, Jonathan, et al.
Published: (2026)
OccSim: Multi-kilometer Simulation with Long-horizon Occupancy World Models
by: Liu, Tianran, et al.
Published: (2026)
by: Liu, Tianran, et al.
Published: (2026)
Residual RL--MPC for Robust Microrobotic Cell Pushing Under Time-Varying Flow
by: Yang, Yanda, et al.
Published: (2026)
by: Yang, Yanda, et al.
Published: (2026)
Slot-MPC: Goal-Conditioned Model Predictive Control with Object-Centric Representations
by: Spieler, Jonathan, et al.
Published: (2026)
by: Spieler, Jonathan, et al.
Published: (2026)
Grasp-MPC: Closed-Loop Visual Grasping via Value-Guided Model Predictive Control
by: Yamada, Jun, et al.
Published: (2025)
by: Yamada, Jun, et al.
Published: (2025)
Modular Control Architecture for Safe Marine Navigation: Reinforcement Learning and Predictive Safety Filters
by: Vaaler, Aksel, et al.
Published: (2023)
by: Vaaler, Aksel, et al.
Published: (2023)
BORA: Bridging Offline Reinforcement Learning and Online Residual Adaptation for Real-World Dexterous VLA Models
by: Chen, Zhongxi, et al.
Published: (2026)
by: Chen, Zhongxi, et al.
Published: (2026)
Attention Graph for Multi-Robot Social Navigation with Deep Reinforcement Learning
by: Escudie, Erwan, et al.
Published: (2024)
by: Escudie, Erwan, et al.
Published: (2024)
Unifying Large Language Model and Deep Reinforcement Learning for Human-in-Loop Interactive Socially-aware Navigation
by: Wang, Weizheng, et al.
Published: (2024)
by: Wang, Weizheng, et al.
Published: (2024)
Transformable Gaussian Reward Function for Socially-Aware Navigation with Deep Reinforcement Learning
by: Kim, Jinyeob, et al.
Published: (2024)
by: Kim, Jinyeob, et al.
Published: (2024)
CA-AC-MPC: CUDA-Accelerated Actor-Critic Model Predictive Control
by: Buo, Antoonio, et al.
Published: (2026)
by: Buo, Antoonio, et al.
Published: (2026)
GenTe: Generative Real-world Terrains for General Legged Robot Locomotion Control
by: Wan, Hanwen, et al.
Published: (2025)
by: Wan, Hanwen, et al.
Published: (2025)
Model Predictive Control for Crowd Navigation via Learning-Based Trajectory Prediction
by: Aslam, Mohamed Parvez, et al.
Published: (2025)
by: Aslam, Mohamed Parvez, et al.
Published: (2025)
EfficientTDMPC: Improved MPC Objectives for Sample-Efficient Continuous Control
by: Evers, Thomas, et al.
Published: (2026)
by: Evers, Thomas, et al.
Published: (2026)
Real-Time Gait Adaptation for Quadrupeds using Model Predictive Control and Reinforcement Learning
by: Kotecha, Prakrut, et al.
Published: (2025)
by: Kotecha, Prakrut, et al.
Published: (2025)
Offline Deep Model Predictive Control (MPC) for Visual Navigation
by: Bouzid, Taha, et al.
Published: (2024)
by: Bouzid, Taha, et al.
Published: (2024)
COLSON: Controllable Learning-Based Social Navigation via Diffusion-Based Reinforcement Learning
by: Matsumoto, Kohei, et al.
Published: (2025)
by: Matsumoto, Kohei, et al.
Published: (2025)
Socially Integrated Navigation: A Social Acting Robot with Deep Reinforcement Learning
by: Flögel, Daniel, et al.
Published: (2024)
by: Flögel, Daniel, et al.
Published: (2024)
Residual Chain Prediction for Autonomous Driving Path Planning
by: Zhou, Liguo, et al.
Published: (2024)
by: Zhou, Liguo, et al.
Published: (2024)
NaviFormer: A Deep Reinforcement Learning Transformer-like Model to Holistically Solve the Navigation Problem
by: Fuertes, Daniel, et al.
Published: (2026)
by: Fuertes, Daniel, et al.
Published: (2026)
Sim2Sea: Sim-to-Real Policy Transfer for Maritime Vessel Navigation in Congested Waters
by: Cui, Xinyu, et al.
Published: (2026)
by: Cui, Xinyu, et al.
Published: (2026)
Deep Active Inference with Diffusion Policy and Multiple Timescale World Model for Real-World Exploration and Navigation
by: Yokozawa, Riko, et al.
Published: (2025)
by: Yokozawa, Riko, et al.
Published: (2025)
SPiDR: A Simple Approach for Zero-Shot Safety in Sim-to-Real Transfer
by: As, Yarden, et al.
Published: (2025)
by: As, Yarden, et al.
Published: (2025)
Efficient Real-World Autonomous Racing via Attenuated Residual Policy Optimization
by: Trumpp, Raphael, et al.
Published: (2026)
by: Trumpp, Raphael, et al.
Published: (2026)
GSON: A Group-based Social Navigation Framework with Large Multimodal Model
by: Luo, Shangyi, et al.
Published: (2024)
by: Luo, Shangyi, et al.
Published: (2024)
Autotuning Bipedal Locomotion MPC with GRFM-Net for Efficient Sim-to-Real Transfer
by: Chen, Qianzhong, et al.
Published: (2024)
by: Chen, Qianzhong, et al.
Published: (2024)
Disentangling Uncertainty for Safe Social Navigation using Deep Reinforcement Learning
by: Flögel, Daniel, et al.
Published: (2024)
by: Flögel, Daniel, et al.
Published: (2024)
Online Context Learning for Socially Compliant Navigation
by: Okunevich, Iaroslav, et al.
Published: (2024)
by: Okunevich, Iaroslav, et al.
Published: (2024)
MuJoCo MPC for Humanoid Control: Evaluation on HumanoidBench
by: Meser, Moritz, et al.
Published: (2024)
by: Meser, Moritz, et al.
Published: (2024)
Perspective-Shifted Neuro-Symbolic World Models: A Framework for Socially-Aware Robot Navigation
by: Alcedo, Kevin, et al.
Published: (2025)
by: Alcedo, Kevin, et al.
Published: (2025)
AINav: Large Language Model-Based Adaptive Interactive Navigation
by: Zhou, Kangjie, et al.
Published: (2025)
by: Zhou, Kangjie, et al.
Published: (2025)
Depth-Constrained ASV Navigation with Deep RL and Limited Sensing
by: Zhalehmehrabi, Amirhossein, et al.
Published: (2025)
by: Zhalehmehrabi, Amirhossein, et al.
Published: (2025)
Implicit Maximum Likelihood Estimation for Real-time Generative Model Predictive Control
by: Lee, Grayson, et al.
Published: (2026)
by: Lee, Grayson, et al.
Published: (2026)
Similar Items
-
Ratatouille: Imitation Learning Ingredients for Real-world Social Robot Navigation
by: Han, James R., et al.
Published: (2025) -
Residual Reward Models for Preference-based Reinforcement Learning
by: Cao, Chenyang, et al.
Published: (2025) -
OSCAR: Obstacle Survival Curves for Adaptive Robot Navigation
by: Sahak, Hshmat, et al.
Published: (2026) -
Incremental Residual Reinforcement Learning Toward Real-World Learning for Social Navigation
by: Nagahisa, Haruto, et al.
Published: (2026) -
AutoWorld: Scaling Multi-Agent Traffic Simulation with Self-Supervised World Models
by: Pourkeshavatz, Mozhgan, et al.
Published: (2026)