{"total":15,"rows":[{"id":"2412.05334","title":"Closed-Loop Supervised Fine-Tuning of Tokenized Traffic Models","created":"2024-12-05","cited_by_count":40,"area":null},{"id":"2407.12940","title":"KiGRAS: Kinematic-Driven Generative Model for Realistic Agent Simulation","created":"2024-07-17","cited_by_count":17,"area":null},{"id":"2501.17015","title":"UniMM: A Unified Mixture Model Framework for Multi-Agent Simulation","created":"2025-01-28","cited_by_count":13,"area":null},{"id":"2503.14945","title":"Generating Multimodal Driving Scenes via Next-Scene Prediction","created":"2025-03-19","cited_by_count":12,"area":null},{"id":"2504.10485","title":"Decoupled Diffusion Sparks Adaptive Scene Generation","created":"2025-04-14","cited_by_count":12,"area":null},{"id":"2503.15029","title":"DRoPE: Directional Rotary Position Embedding for Efficient Agent Interaction Modeling","created":"2025-03-19","cited_by_count":9,"area":null},{"id":"2510.14677","title":"When Planners Meet Reality: How Learned, Reactive Traffic Agents Shift nuPlan Benchmarks","created":"2025-10-16","cited_by_count":7,"area":null},{"id":"2505.03344","title":"RIFT: Group-Relative RL Fine-Tuning for Realistic and Controllable Traffic Simulation","created":"2025-05-06","cited_by_count":4,"area":null},{"id":"2505.23612","title":"Autoregressive Meta-Actions for Unified Controllable Trajectory Generation","created":"2025-05-29","cited_by_count":2,"area":null},{"id":"2506.17213","title":"Long-term Traffic Simulation with Interleaved Autoregressive Motion and Scenario Generation","created":"2025-06-20","cited_by_count":2,"area":null},{"id":"2506.23316","title":"SceneStreamer: Continuous Scenario Generation as Next Token Group Prediction","created":"2025-06-29","cited_by_count":2,"area":null},{"id":"2605.19033","title":"RLFTSim: Realistic and Controllable Multi-Agent Traffic Simulation via Reinforcement Learning Fine-Tuning","created":"2026-05-18","cited_by_count":2,"area":null},{"id":"2603.24989","title":"Learning Rollout from Sampling:An R1-Style Tokenized Traffic Simulation Model","created":"2026-03-26","cited_by_count":1,"area":null},{"id":"2606.31844","title":"Bridging Local Observation and Global Simulation in Closed-Loop Traffic Modeling","created":"2026-06-30","cited_by_count":0,"area":null},{"id":"2607.02496","title":"Controllable Sim Agents with Behavior Latents","created":"2026-07-02","cited_by_count":0,"area":null}],"next_cursor":null}