OccSim: Multi-kilometer Simulation with Long-horizon Occupancy World Models

1. 1Develop occupancy world models to represent complex environments
2. 2Integrate these models with 3D simulation engines to enable long-horizon simulation
3. 3Train and test autonomous driving algorithms using OccSim to improve their scalability and performance
4. 4Evaluate and refine OccSim's performance using real-world data and scenarios

Autonomous driving researchers and engineers can benefit from OccSim as it allows for more scalable and open-ended simulation capabilities, while product managers can leverage it to improve the development of autonomous vehicles

💡 OccSim enables more scalable and open-ended simulation capabilities for autonomous driving by obviating the need for pre-recorded driving logs or spatial priors

💡 OccSim: a 3D simulator for autonomous driving that uses occupancy world models for multi-kilometer simulation