labicon / DRCC-MPCLinks
Official code repository for "Integrating Predictive Motion Uncertainties with Distributionally Robust Risk-Aware Control for Safe Robot Navigation in Crowds"
☆27Updated 8 months ago
Alternatives and similar repositories for DRCC-MPC
Users that are interested in DRCC-MPC are comparing it to the libraries listed below
Sorting:
- Implementation of the Online Adaptive CBF for safety-critical navigation for input constrained systems.☆38Updated this week
- Training and testing scripts for the prediction model used in the "Interaction-Aware Sampling-Based MPC with Learned Local Goal Predictio…☆16Updated last year
- The Visibility-Aware RRT* implementation for safety-critical navigation with perception-limited robots.☆35Updated 4 months ago
- ☆17Updated last year
- A framework for implementing path tracking algorithms at ROS and Pyhton. Including implementations of three methods: Pure Pursuit, MPC, a…☆11Updated last year
- ☆17Updated 4 months ago
- MPC with trust-based CBF constraints for safe robot navigation of autonomous systems☆17Updated 4 months ago
- Autonomous racing using ILQR and JAX.☆37Updated last year
- An MPC approach for motion planning of non-holonomic mobile systems in dynamic scenarios☆33Updated last year
- ☆18Updated 2 years ago
- Repository for "Blending Data-Driven Priors in Dynamic Games" - RSS 2024☆18Updated last year
- Repository for "Who Plays First? Optimizing the Order of Play in Stackelberg Games with Many Robots" - RSS 2024☆18Updated last year
- Official code for "Density Planner: Minimizing Collision Risk in Motion Planning with Dynamic Obstacles using Density-based Reachability"☆29Updated 2 years ago
- Offroad autonomous navigation based on MPC and model-based RL using RC cars☆21Updated last year
- Implementation of Hierarchical MPC with RAID-Net☆16Updated 6 months ago
- (RSS 2021) Move Beyond Trajectories: Distribution Space Coupling for Crowd Navigation☆22Updated 5 months ago
- This repository will contain the code used for the IEEE RA-L + ICRA 2021 publication: "Where to go next: Learning a Subgoal Recommendatio…☆72Updated 3 years ago
- ☆30Updated 4 years ago
- ☆29Updated 4 months ago
- Code for the paper "Towards a Safe Real-Time Motion Planning Framework for Autonomous Driving Systems: An MPPI Approach"☆15Updated last year
- Codebase for "Learning the References of Online Model Predictive Control for Urban Self-Driving"☆22Updated last year
- Reinforcement Learning Based Collision Avoidance with Adaptive Environment Modeling for Crowded Scenes☆39Updated last year
- This is an unofficial python implement of nonlinear model predictive control with control Lyapunov functions and control barrier function…☆37Updated 3 years ago
- A chance constraint planning framework using gaussian processes☆13Updated 4 years ago
- Code base for SICNav T-RO paper and SICNav-Diffusion RA-L paper☆58Updated last month
- Simple scripts that are used for solving motion planning & obstacle avoidance problems via Model Predictive Control (MPC) & Control Barri…☆12Updated 8 months ago
- High-fidelity simulator for off-road driving☆26Updated last year
- Velocity Obstacle for Polytopic Collision Avoidance for Distributed Multi-Robot Systems (RA-L 2023)☆17Updated 2 weeks ago
- A collection of examples for Stochastic MPC applied to Autonomous Vehicle Scenarios☆17Updated last year
- RA-L 2023: Learning to Play Trajectory Games Against Opponents with Unknown Objectives: A differentiable adaptive game-theoretic planner …☆25Updated 10 months ago