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Stars

RL

强化学习
356 repositories

FSRL:Financial Strategy Reinforcement Learning.🔥股市量化多策略动态切换方法

Python 26 7 Updated Feb 13, 2025

official implementation of QVPO

Python 60 11 Updated Jan 23, 2026
Python 63 4 Updated Dec 1, 2024

The Codebase of <Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning> In NeurIPS 2024

Python 24 1 Updated Feb 20, 2025

Pseudocode of "Champion-Level Drone Racing Using Deep Reinforcement Learning" work

Python 17 1 Updated Dec 30, 2023

The Official Implementation of RoboMatrix

Python 104 4 Updated May 19, 2025

Official Code Repository for Sim-to-Real Deep Reinforcement Learning for UAV Obstacle Avoidance Under Measurement Uncertainty

Jupyter Notebook 16 2 Updated Jul 12, 2023
Python 55 4 Updated Jun 5, 2025

A generative world for general-purpose robotics & embodied AI learning.

Python 28,082 2,603 Updated Feb 3, 2026

Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

Python 922 143 Updated Dec 20, 2023

Deep Reinforcement Learning

4,480 665 Updated Dec 10, 2022

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

Python 2,724 819 Updated Apr 9, 2024

A collection of reference environments for offline reinforcement learning

Python 1,642 304 Updated Nov 18, 2024

Code for the paper "Reinforced Curriculum Learning for Autonomous Driving in CARLA" (ICIP 2021)

Python 138 28 Updated Mar 25, 2023

Reinforcement Learning Agents Trained in the CARLA Simulator

Python 132 33 Updated Mar 23, 2020

(ICCV 2021, Oral) RL and distillation in CARLA using a factorized world model

Python 182 31 Updated Feb 17, 2022

Carla-Simulator environment compatible with Ray/Rllib

Python 37 12 Updated Aug 13, 2019

🚗 This repository offers a ready-to-use training and evaluation environment for conducting various experiments using Deep Reinforcement Learning (DRL) in the CARLA simulator with the help of Stable…

Python 139 22 Updated Dec 1, 2024

BEVFormer, UniAD, VAD in Closed-Loop CARLA Evaluation with World Model RL Expert Think2Drive

Python 355 49 Updated Dec 2, 2024

Implementation of Reinforcement Learning Agent using Deep Deterministic Policy Gradient Algorithm for Parking Vehicle in Carla simulator

Jupyter Notebook 23 2 Updated Oct 1, 2021

Simulation verification and physical deployment of robot reinforcement learning algorithms, suitable for quadruped robots, wheeled robots, and humanoid robots. "sar" represents "simulation and real"

C++ 1,124 148 Updated Nov 19, 2025

Motion imitation with deep reinforcement learning.

C++ 2,938 525 Updated Nov 27, 2025

Code for "Adversarial Motion Priors Make Good Substitutes for Complex Reward Functions"

Python 732 128 Updated Jul 17, 2024

Reinforcement learning environments with musculoskeletal models

Python 941 249 Updated Jan 24, 2022

Collection of reinforcement learning algorithms

Python 2,855 568 Updated Jun 17, 2024

A Python implementation of global optimization with gaussian processes.

Python 8,543 1,596 Updated Dec 27, 2025

The first behavioral foundation model to control a virtual physics-based humanoid agent for a wide range of whole-body tasks.

Python 729 69 Updated Jun 10, 2025