dotchen / LAV
(CVPR 2022) A minimalist, mapless, end-to-end self-driving stack for joint perception, prediction, planning and control.
☆421Updated 2 years ago
Alternatives and similar repositories for LAV:
Users that are interested in LAV are comparing it to the libraries listed below
- [NeurIPS 2022] Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline.☆397Updated 6 months ago
- [ICCV'23] Hidden Biases of End-to-End Driving Models☆323Updated this week
- Roach: End-to-End Urban Driving by Imitating a Reinforcement Learning Coach. ICCV 2021.☆322Updated last year
- [ICCV'21] NEAT: Neural Attention Fields for End-to-End Autonomous Driving☆317Updated 2 years ago
- (ICCV 2021, Oral) RL and distillation in CARLA using a factorized world model☆171Updated 3 years ago
- "Learning by Cheating" (CoRL 2019) submission for the 2020 CARLA Challenge☆188Updated 4 years ago
- Bird-eye's view for CARLA simulator☆192Updated 6 months ago
- [ECCV 2022] ST-P3, an end-to-end vision-based autonomous driving framework via spatial-temporal feature learning.☆356Updated 6 months ago
- [CoRL'22] PlanT: Explainable Planning Transformers via Object-Level Representations☆247Updated 3 months ago
- PyTorch code for the paper "Model-Based Imitation Learning for Urban Driving".☆376Updated last year
- [CVPR 2023] Pytorch implementation of ThinkTwice, a SOTA Decoder for End-to-end Autonomous Driving under BEV.☆230Updated 11 months ago
- [CoRL'23] Parting with Misconceptions about Learning-based Vehicle Motion Planning☆576Updated 3 months ago
- VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation, partial function re-implement☆240Updated 3 years ago
- CARLA Autonomous Driving leaderboard☆181Updated this week
- MTR: Motion Transformer with Global Intention Localization and Local Movement Refinement, NeurIPS 2022.☆749Updated last year
- ScenarioNet: Scalable Traffic Scenario Management System for Autonomous Driving☆207Updated 3 months ago
- All kind of experts that can collect data for e2e learning in CARLA; 根据现有的开源代码,收集的相关experts☆125Updated last year
- PyTorch code for the paper "FIERY: Future Instance Segmentation in Bird's-Eye view from Surround Monocular Cameras"☆571Updated 3 months ago
- (CoRL 2019) Driving in CARLA using waypoint prediction and two-stage imitation learning☆316Updated 2 years ago
- [ICRA'2024] Rethinking Imitation-based Planner for Autonomous Driving☆262Updated 7 months ago
- ☆339Updated 6 months ago
- A Unified Framework for scalable Vehicle Trajectory Prediction, ECCV 2024☆306Updated last month
- ☆488Updated 9 months ago
- BEVFormer, UniAD, VAD in Closed-Loop CARLA Evaluation with World Model RL Expert Think2Drive☆206Updated 3 months ago
- M2I is a simple but effective joint motion prediction framework through marginal and conditional predictions by exploiting the factorized…☆201Updated 2 years ago
- PLUTO: Push the Limit of Imitation Learning-based Planning for Autonomous Driving☆327Updated 7 months ago
- [ICCV 2023 Oral] A New Paradigm for End-to-end Autonomous Driving to Alleviate Causal Confusion☆213Updated last year
- [ICLR'22] A Unified Architecture for Predicting Multiple Agent Trajectories☆161Updated 2 years ago
- Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning☆256Updated last year
- Solution for Waymo Motion Prediction Challenge 2022. Our implementation of MultiPath++☆387Updated last year