Alternatives and similar repositories for safeRL-CBF

Users that are interested in safeRL-CBF are comparing it to the libraries listed below

• EhsanSabouni / CDC2024_RL_adpative_MPC_CBF
  CDC2024_submission_repository
  ☆44Updated last year
• tayalmanan28 / Safe_Reinforcement_Learning
  Repository containing the code for safe reinforcement learning in two custom environments
  ☆45Updated 5 months ago
• FilippoAiraldi / learning-safety-in-mpc-based-rl
  Safety-aware MPC-based RL framework
  ☆65Updated 9 months ago
• LiqunZhao / A-Barrier-Lyapunov-Actor-Critic-Reinforcement-Learning-Approach-for-Safe-and-Stable-Control
  ☆32Updated last year
• Woodenonez / TrajTrack-MPCnDQN-RLBoost
  Use DQN to boost MPC computation for dynamic obstacle avoidance.
  ☆43Updated last year
• yemam3 / Mod-RL-RCBF
  ☆40Updated 2 years ago
• mahaitongdae / safe_exp_env
  Thrid-party safety-gym safe exploration environments for autonomous driving. Also environment used for IROS 2021 paper: Model-based Const…
  ☆35Updated 4 years ago
• mohitsrinivasan / Barrier_MotionPlanning
  Control barrier function based motion planning
  ☆19Updated 5 years ago
• CORE-SNU / MPC-PEARL
  Implementation of MPC-PEARL
  ☆13Updated last year
• unisa-acg / actor-critic-model-predictive-force-controller
  Related paper: "Experimental Validation of an Actor-Critic Model Predictive Force Controller for Robot-Environment Interaction Tasks"
  ☆21Updated 5 months ago
• AYUSH-ISHAN / Deep-RL-Policy-Search-for-MPC
  This repo is related to Deep Policy search using MPC.
  ☆16Updated 3 years ago
• MIT-REALM / gcbf-pytorch
  PyTorch Official Implementation of CoRL 2023 Paper: Neural Graph Control Barrier Functions Guided Distributed Collision-avoidance Multi-a…
  ☆33Updated last year
• JakobaRmn / Constraint_RL_MPC
  Safe control of unknown dynamic systems with reinforcement learning and model predictive control
  ☆53Updated 6 years ago
• Adriancyk / Safe-RL-with-Disturbance-Observer
  ☆17Updated 2 years ago
• UtkarshMishra04 / DMD-MPC-RL
  This repository contains the code for our paper on Dynamic Mirror Descent based MPC for Model-Free RL
  ☆24Updated 3 years ago
• roahmlab / reachability-based_trajectory_safeguard
  We use reachability to ensure the safety of a decision agent acting on a dynamic system in real-time. We compute the Forward Reachable Se…
  ☆34Updated 4 years ago
• pedramrabiee / cbftorch
  ☆12Updated 3 weeks ago
• shaoanlu / CBF_QP_safety_filter
  Control barrier function as safety filter with disturbance observer
  ☆33Updated 6 months ago
• tayalmanan28 / Safety-Critical-Controls
  Papers on Safety Critical Controls using Control Barrier Functions
  ☆42Updated 10 months ago
• SafeRoboticsLab / Dual_Control_HRI
  Implementation of implicit dual control-based active uncertainty learning for human-robot interaction - WAFR 2022 & IJRR 2023
  ☆34Updated last year
• yemam3 / SAC-RCBF
  ☆21Updated 2 years ago
• xinglongzhangnudt / policy-learning-for-distributed-mpc
  Repo for the distributed-safe-learning-control for DMPC program
  ☆13Updated last month
• ZITingHUANG1 / DRL-MPC
  Integrating Reinforcement Learning and Model Predictive Control for Enhancing Safety in Automated Vehicle Systems
  ☆25Updated last year
• Safety-Critical-Control-WIRIN / sccav_cbf
  Safety Critical Control of Autonomous Vehicles by Control Barrier Functions
  ☆15Updated 3 years ago
• Weixy21 / HOCBF
  Safety-critical control for autonomous systems
  ☆18Updated 2 years ago
• lihanlian / simple-mpc-cbf
  Simple scripts that are used for solving motion planning & obstacle avoidance problems via Model Predictive Control (MPC) & Control Barri…
  ☆13Updated 9 months ago
• SamuelMallick / dmpcrl-concept
  Proof of concept example for the idea of using distributed model predictive control as a function approximator in distributed reinforceme…
  ☆16Updated 5 months ago
• Wu-duanduan / MPC_based-RL
  Model predictive control–based value estimation for efficient reinforcement learning. This repository contains the code for the implement…
  ☆11Updated 10 months ago
• Berk-Tosun / cbf-cartpole
  Various Control Barrier Functions realized on cartpole.
  ☆24Updated last year
• jbreeden-um / phd-code
  ☆48Updated last year