decisionforce / CoPOLinks
[NeurIPS 2021] Official implementation of paper "Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization".
☆128Updated last year
Alternatives and similar repositories for CoPO
Users that are interested in CoPO are comparing it to the libraries listed below
Sorting:
- [CoRL 2021] Official implementation of paper "Safe Driving via Expert Guided Policy Optimization".☆47Updated last year
- A benchmark towards generalizable reinforcement learning for autonomous driving.☆80Updated last year
- [TNNLS] Imitative Expert Prior-Guided Reinforcement Learning for Autonomous Driving☆104Updated last year
- ☆48Updated 4 years ago
- [TPAMI, 2023] Fear-Neuro-Inspired Reinforcement Learning for Safe Autonomous Driving☆46Updated 6 months ago
- Multi-agent version of highway_env simulator☆24Updated 4 years ago
- Carla Multi Agent Deep Reinforcement Learning☆21Updated 4 years ago
- ☆75Updated last year
- Train auto_car in CARLA simulator with RL algorithms(SAC).☆108Updated 2 years ago
- ☆17Updated 2 years ago
- Generative adversarial imitation learning on NGSIM I-80 Dataset.☆15Updated 2 years ago
- Integration of RLLib and CARLA☆75Updated 2 years ago
- Implementation of PPO Lagrangian in PyTorch☆49Updated 2 years ago
- The official code for paper "Human as AI Mentor: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driv…☆41Updated last year
- ☆10Updated 2 years ago
- This is a source repository for Multi-Agent Reinforcement Learning for Autonomous Driving research☆34Updated 10 months ago
- [RA-L & ICRA 2021] Adversarial Inverse Reinforcement Learning with Self-attention Dynamics Model☆32Updated 2 years ago
- Benchmark result of different RL algorithms on MetaDrive environments, including Multi-agent RL (IPPO, centralized critics, CoPO).☆14Updated 2 years ago
- [AAAI 2022] CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-based Autonomous Urban Driving☆29Updated last year
- (Engineering) Toward human-in-the-loop AI: Enhancing deep reinforcement learning via real-time human guidance for autonomous driving☆61Updated 2 years ago
- [IEEE TAI] Safe Multi-Agent Reinforcement Learning to Make decisions in Autonomous Driving.☆62Updated 2 months ago
- Driving in CARLA using model-free deep reinforcement learning☆61Updated 4 years ago
- The autonomous driving related publications of our lab.☆63Updated 2 years ago
- DSAC; Distributional Soft Actor-Critic☆129Updated 5 months ago
- (TNNLS) Prioritized Experience-Based Reinforcement Learning with Human Guidance for Autonomous Driving☆61Updated 2 years ago
- Source code for paper "Safe, Efficient, and Comfortable Velocity Control based on Reinforcement Learning for Autonomous Driving"☆112Updated 2 years ago
- MPG is originated from the paper "Mixed policy gradient", which also contains a cluster of high-quality implementations of deep reinforce…☆21Updated 3 years ago
- The repo develops a general and extensible RL environment for large-scale autonomous driving tasks.☆49Updated 3 years ago
- [ICRA 2022] Learning to Navigate Intersections with Unsupervised Driver Trait Inference☆25Updated 5 months ago
- ☆23Updated 3 years ago