{"total":30,"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":"2503.21411","title":"Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap","created":"2025-03-27","cited_by_count":26,"area":null},{"id":"2502.14706","title":"Building reliable sim driving agents by scaling self-play","created":"2025-02-20","cited_by_count":21,"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":"2406.10898","title":"TrafficBots V1.5: Traffic Simulation via Conditional VAEs and Transformers with Relative Pose Encoding","created":"2024-06-16","cited_by_count":13,"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":"2506.09485","title":"Adv-BMT: Bidirectional Motion Transformer for Safety-Critical Traffic Scenario Generation","created":"2025-06-11","cited_by_count":11,"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":"2411.11911","title":"ModeSeq: Taming Sparse Multimodal Motion Prediction with Sequential Mode Modeling","created":"2024-11-17","cited_by_count":7,"area":null},{"id":"2504.17371","title":"Highly Accurate and Diverse Traffic Data: The DeepScenario Open 3D Dataset","created":"2025-04-24","cited_by_count":7,"area":null},{"id":"2506.06854","title":"DONUT: A Decoder-Only Model for Trajectory Prediction","created":"2025-06-07","cited_by_count":7,"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":"2505.23612","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":"2604.16406","title":"Heterogeneous Self-Play for Realistic Highway Traffic Simulation","created":"2026-03-31","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":"2604.01466","title":"Efficient Equivariant Transformer for Self-Driving Agent Modeling","created":"2026-04-01","cited_by_count":1,"area":null},{"id":"2410.15912","title":"Bench4Merge: A Comprehensive Benchmark for Merging in Realistic Dense Traffic with Micro-Interactive Vehicles","created":"2024-10-21","cited_by_count":0,"area":null},{"id":"2507.18597","title":"Linear Memory SE(2) Invariant Attention","created":"2025-07-24","cited_by_count":0,"area":null},{"id":"2508.07453","title":"Noise-Aware Generative Microscopic Traffic Simulation","created":"2025-08-10","cited_by_count":0,"area":null},{"id":"2604.12857","title":"Artificial Intelligence for Modeling and Simulation of Mixed Automated and Human Traffic","created":"2026-04-14","cited_by_count":0,"area":null},{"id":"2604.17147","title":"ScenarioControl: Vision-Language Controllable Vectorized Latent Scenario Generation","created":"2026-04-18","cited_by_count":0,"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":"2607.00545","title":"ECoSim: Data Efficient Fine-Tuning for Controllable Traffic Simulation","created":"2026-07-01","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},{"id":"2607.04451","title":"CCFM: Collision-Constrained Flow Matching for Safety-Critical Scenario Generation","created":"2026-07-05","cited_by_count":0,"area":null},{"id":"2610.06210","title":"MoCAR: Motion-code Coordinate-aware AutoRegression for Continuous Trajectory Forecasting","created":"2026-10-05","cited_by_count":0,"area":null}],"next_cursor":null}