StanfordASL / RiskAverseTrajOptLinks
Risk-averse trajectory optimization
☆18Updated last year
Alternatives and similar repositories for RiskAverseTrajOpt
Users that are interested in RiskAverseTrajOpt are comparing it to the libraries listed below
Sorting:
- Training and testing scripts for the prediction model used in the "Interaction-Aware Sampling-Based MPC with Learned Local Goal Predictio…☆16Updated last year
- A Python implmentation of the Dynamic Game SQP algorithm☆29Updated last year
- ☆24Updated 6 months ago
- i2LQR: Iterative LQR for Iterative Tasks in Dynamic Environments (CDC 2023) https://arxiv.org/abs/2302.14246☆18Updated last year
- Convex hulls of reachable sets☆10Updated last year
- Algorithm Implementation of Distributed Potential iterative Linear Quadratic Regulator☆31Updated 2 years ago
- Repository for "Who Plays First? Optimizing the Order of Play in Stackelberg Games with Many Robots" - RSS 2024☆18Updated 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
- Multi-agent coordination using game theory and nonlinear opinion dynamics - CDC 2023☆14Updated last year
- High-level Python Particle Sequential Convex Programming Model Predictive Control (SCP PMPC) interface☆15Updated last year
- Official code repository for "Integrating Predictive Motion Uncertainties with Distributionally Robust Risk-Aware Control for Safe Robot …☆27Updated 8 months ago
- This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimiz…☆19Updated last year
- Non-Gaussian Risk Bounded Trajectory Optimization for StochasticNonlinear Systems in Uncertain Environments☆33Updated 3 years ago
- Autonomous racing using ILQR and JAX.☆37Updated last year
- MIT 16.S498 Graduate Course: Risk Aware and Robust Nonlinear Planning (rarnop) by Ashkan Jasour☆64Updated 3 months ago
- Code for "Differentially Flat Learning-based Model Predictive Control Using a Stability, State, and Input Constraining Safety Filter"☆20Updated 2 years ago
- An inverse game solver for inferring objectives from noise-corrupted partial state observations of non-cooperative multi-agent interactio…☆25Updated 2 years ago
- Path planning from STL (Signal Temporal Logic) specifications☆55Updated 2 years ago
- Code for the paper "Towards a Safe Real-Time Motion Planning Framework for Autonomous Driving Systems: An MPPI Approach"☆15Updated last year
- ☆30Updated 4 years ago
- MPC with trust-based CBF constraints for safe robot navigation of autonomous systems☆17Updated 4 months ago
- Pytorch re-implementation of the paper "Multi-agent path integral control for interaction-aware motion planning in urban canals" by Lucas…☆15Updated last year
- Implicit Game-Theoretic MPC☆16Updated 5 months ago
- ☆11Updated 2 years ago
- Repository for "Blending Data-Driven Priors in Dynamic Games" - RSS 2024☆18Updated last year
- LAMPOS, a strategy-based solution approach for mp-MILPs for real-time mixed-integer MPC with sub-optimality quantification☆10Updated 2 years ago
- 2D Grid Environment with common utils (raytracing) and quadrotor dynamics. With Exponential Control Barrier Functions☆12Updated 5 years ago
- ☆49Updated 8 months ago
- Implementation of implicit dual control-based active uncertainty learning for human-robot interaction - WAFR 2022 & IJRR 2023☆33Updated last year
- Code for the paper "Control Barriers in Bayesian Learning of System Dynamics"☆28Updated 2 years ago