IANN-MPPI: Interaction-Aware Neural Network-Enhanced Model Predictive Path Integral Approach for Autonomous Driving
Fuente:
arXiv
Saved in:
| Main Authors: | Ryu, Kanghyun, Sung, Minjun, Gupta, Piyush, D'sa, Jovin, Tariq, Faizan M., Isele, David, Bae, Sangjae |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Graph-based Path Planning with Dynamic Obstacle Avoidance for Autonomous Parking
by: Nawaz, Farhad, et al.
Published: (2025)
by: Nawaz, Farhad, et al.
Published: (2025)
ONRAP: Occupancy-driven Noise-Resilient Autonomous Path Planning
by: Tariq, Faizan M., et al.
Published: (2026)
by: Tariq, Faizan M., et al.
Published: (2026)
Selecting Spots by Explicitly Predicting Intention from Motion History Improves Performance in Autonomous Parking
by: Chung, Long Kiu, et al.
Published: (2026)
by: Chung, Long Kiu, et al.
Published: (2026)
Active Probing with Multimodal Predictions for Motion Planning
by: Gadginmath, Darshan, et al.
Published: (2025)
by: Gadginmath, Darshan, et al.
Published: (2025)
Occupancy-aware Trajectory Planning for Autonomous Valet Parking in Uncertain Dynamic Environments
by: Nawaz, Farhad, et al.
Published: (2025)
by: Nawaz, Farhad, et al.
Published: (2025)
Towards Scalable & Efficient Interaction-Aware Planning in Autonomous Vehicles using Knowledge Distillation
by: Gupta, Piyush, et al.
Published: (2024)
by: Gupta, Piyush, et al.
Published: (2024)
Adaptive Time Step Flow Matching for Autonomous Driving Motion Planning
by: Trivedi, Ananya, et al.
Published: (2026)
by: Trivedi, Ananya, et al.
Published: (2026)
N3P: Accelerated Automated Parking via a Learning-Based Naturalistic Three-Stage Scheme
by: Xue, Yifan, et al.
Published: (2026)
by: Xue, Yifan, et al.
Published: (2026)
Predictive Planner for Autonomous Driving with Consistency Models
by: Li, Anjian, et al.
Published: (2025)
by: Li, Anjian, et al.
Published: (2025)
VLM-Based Advanced Rider Assistance System for Motorcycle Safety
by: Elnoor, Mohamed, et al.
Published: (2026)
by: Elnoor, Mohamed, et al.
Published: (2026)
Frenet Corridor Planner: An Optimal Local Path Planning Framework for Autonomous Driving
by: Tariq, Faizan M., et al.
Published: (2025)
by: Tariq, Faizan M., et al.
Published: (2025)
KGLAMP: Knowledge Graph-guided Language model for Adaptive Multi-robot Planning and Replanning
by: Shek, Chak Lam, et al.
Published: (2026)
by: Shek, Chak Lam, et al.
Published: (2026)
Graph-Grounded LLMs: Leveraging Graphical Function Calling to Minimize LLM Hallucinations
by: Gupta, Piyush, et al.
Published: (2025)
by: Gupta, Piyush, et al.
Published: (2025)
Don't Get Stuck: A Deadlock Recovery Approach
by: Baldini, Francesca, et al.
Published: (2024)
by: Baldini, Francesca, et al.
Published: (2024)
Gaussian Lane Keeping: A Robust Prediction Baseline
by: Isele, David, et al.
Published: (2024)
by: Isele, David, et al.
Published: (2024)
Scale-Plan: Scalable Language-Enabled Task Planning for Heterogeneous Multi-Robot Teams
by: Gupta, Piyush, et al.
Published: (2026)
by: Gupta, Piyush, et al.
Published: (2026)
Efficient and Interaction-Aware Trajectory Planning for Autonomous Vehicles with Particle Swarm Optimization
by: Song, Lin, et al.
Published: (2024)
by: Song, Lin, et al.
Published: (2024)
Dual Control for Interactive Autonomous Merging with Model Predictive Diffusion
by: Knaup, Jacob, et al.
Published: (2025)
by: Knaup, Jacob, et al.
Published: (2025)
MR-LDM -- The Merge-Reactive Longitudinal Decision Model: Game Theoretic Human Decision Modeling for Interactive Sim Agents
by: Holley, Dustin, et al.
Published: (2025)
by: Holley, Dustin, et al.
Published: (2025)
Delayed-Decision Motion Planning in the Presence of Multiple Predictions
by: Isele, David, et al.
Published: (2025)
by: Isele, David, et al.
Published: (2025)
Multi-Profile Quadratic Programming (MPQP) for Optimal Gap Selection and Speed Planning of Autonomous Driving
by: Anon, Alexandre Miranda, et al.
Published: (2024)
by: Anon, Alexandre Miranda, et al.
Published: (2024)
SMART-Merge Planner: A Safe Merging and Real-Time Motion Planner for Autonomous Highway On-Ramp Merging
by: Mohammadnejad, Toktam, et al.
Published: (2025)
by: Mohammadnejad, Toktam, et al.
Published: (2025)
Adaptive Prediction Ensemble: Improving Out-of-Distribution Generalization of Motion Forecasting
by: Li, Jinning, et al.
Published: (2024)
by: Li, Jinning, et al.
Published: (2024)
Generalized Mission Planning for Heterogeneous Multi-Robot Teams via LLM-constructed Hierarchical Trees
by: Gupta, Piyush, et al.
Published: (2025)
by: Gupta, Piyush, et al.
Published: (2025)
Integrating Predictive Motion Uncertainties with Distributionally Robust Risk-Aware Control for Safe Robot Navigation in Crowds
by: Ryu, Kanghyun, et al.
Published: (2024)
by: Ryu, Kanghyun, et al.
Published: (2024)
PA-MPPI: Perception-Aware Model Predictive Path Integral Control for Quadrotor Navigation in Unknown Environments
by: Zhai, Yifan, et al.
Published: (2025)
by: Zhai, Yifan, et al.
Published: (2025)
GFlowVLM: Enhancing Multi-step Reasoning in Vision-Language Models with Generative Flow Networks
by: Kang, Haoqiang, et al.
Published: (2025)
by: Kang, Haoqiang, et al.
Published: (2025)
Lane-Change in Dense Traffic with Model Predictive Control and Neural Networks
by: Bae, Sangjae, et al.
Published: (2024)
by: Bae, Sangjae, et al.
Published: (2024)
Output-Sampled Model Predictive Path Integral Control (o-MPPI) for Increased Efficiency
by: Leon, et al.
Published: (2023)
by: Leon, et al.
Published: (2023)
LP-MPPI: Low-Pass Filtering for Efficient Model Predictive Path Integral Control
by: Kicki, Piotr
Published: (2025)
by: Kicki, Piotr
Published: (2025)
BC-MPPI: A Probabilistic Constraint Layer for Safe Model-Predictive Path-Integral Control
by: Ezeji, Odichimnma, et al.
Published: (2025)
by: Ezeji, Odichimnma, et al.
Published: (2025)
Competition-Aware Decision-Making Approach for Mobile Robots in Racing Scenarios
by: Ji, Kyoungtae, et al.
Published: (2024)
by: Ji, Kyoungtae, et al.
Published: (2024)
DM-MPPI: Datamodel for Efficient and Safe Model Path Integral Control
by: Li, Jiachen, et al.
Published: (2025)
by: Li, Jiachen, et al.
Published: (2025)
Towards a Safe Real-Time Motion Planning Framework for Autonomous Driving Systems: An MPPI Approach
by: Testouri, Mehdi, et al.
Published: (2023)
by: Testouri, Mehdi, et al.
Published: (2023)
CRAFT: Coaching Reinforcement Learning Autonomously using Foundation Models for Multi-Robot Coordination Tasks
by: Choi, Seoyeon, et al.
Published: (2025)
by: Choi, Seoyeon, et al.
Published: (2025)
Measuring What Matters: Scenario-Driven Evaluation for Trajectory Predictors in Autonomous Driving
by: Da, Longchao, et al.
Published: (2025)
by: Da, Longchao, et al.
Published: (2025)
$π$-MPPI: A Projection-based Model Predictive Path Integral Scheme for Smooth Optimal Control of Fixed-Wing Aerial Vehicles
by: Andrejev, Edvin Martin, et al.
Published: (2025)
by: Andrejev, Edvin Martin, et al.
Published: (2025)
BiC-MPPI: Goal-Pursuing, Sampling-Based Bidirectional Rollout Clustering Path Integral for Trajectory Optimization
by: Jung, Minchan, et al.
Published: (2024)
by: Jung, Minchan, et al.
Published: (2024)
Adaptive Teaching in Heterogeneous Agents: Balancing Surprise in Sparse Reward Scenarios
by: Clark, Emma, et al.
Published: (2024)
by: Clark, Emma, et al.
Published: (2024)
Multimodal Learning for Just-In-Time Software Defect Prediction in Autonomous Driving Systems
by: Mohammad, Faisal, et al.
Published: (2025)
by: Mohammad, Faisal, et al.
Published: (2025)
Similar Items
-
Graph-based Path Planning with Dynamic Obstacle Avoidance for Autonomous Parking
by: Nawaz, Farhad, et al.
Published: (2025) -
ONRAP: Occupancy-driven Noise-Resilient Autonomous Path Planning
by: Tariq, Faizan M., et al.
Published: (2026) -
Selecting Spots by Explicitly Predicting Intention from Motion History Improves Performance in Autonomous Parking
by: Chung, Long Kiu, et al.
Published: (2026) -
Active Probing with Multimodal Predictions for Motion Planning
by: Gadginmath, Darshan, et al.
Published: (2025) -
Occupancy-aware Trajectory Planning for Autonomous Valet Parking in Uncertain Dynamic Environments
by: Nawaz, Farhad, et al.
Published: (2025)