Student-Generated Trajectories

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4 papers in the last four weeks, up 33% on the four weeks before. 0.0% of all new papers.

Jul 6Week of Sep 21

Latest papers 39

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  1. One-Step Generative Modeling via Training Dynamics Action

    Sep 30, 2026Zhangyong Liang, Ying Huang, Haibin LingGenerative ModelsStudent-Generated Trajectories

  2. PivotOPD: Learning to Recover from Pivotal Mistakes in Multi-Turn Agents

    Sep 30, 2026Yinghui He, Yapei Chang, Khushi Bhardwaj +4Student-Generated Trajectories

  3. From Imitation to Reward Discovery: On-Policy Warmup for Agentic RL

    Sep 30, 2026Yitong Qiao, Tiantian He, Lei Liu +4Reinforcement Learning With Verifiable RewardAgentic Reinforcement Learning

  4. Predictive Dual Smoothing for Column Generation

    Sep 28, 2026Senne Berden, Noah Schutte, Andrea Lodi +1Linear ProgrammingSmoothing

  5. UnifiedPlayers: Enhance Tool-Integrated Reasoning in Agentic Reinforcement Learning

    Sep 17, 2026Wenjie Liao, Liangjie Zhao, Zehong CaoAgentic Reinforcement LearningReasoning Benchmark

  6. Planning in the Backbone: DiffAdapterVLA for Native Continuous Trajectory Generation with Driving VLMs

    Sep 14, 2026Changxin Lu, Xiaoliang Meng, Yu Wu +5Long Refinement TrajectoriesTrajectory Generation

  7. CompassOPD: Cross-Family On-Policy Distillation via Within-Family Likelihood Shifts

    Sep 9, 2026Naibin Gu, Qingyi Si, Chenxu Yang +5Student-Generated TrajectoriesPolitical Compass Test

  8. Distillation of Foundation Models for Time-dependent PDEs

    Aug 12, 2026Daniel Musekamp, Boshra Ariguib, Andrei Manolache +1Autoregressive RolloutKnowledge Distillation

  9. ReOrder-OPD:Reliability-Aware Prompt Ordering for On-Policy Distillation

    Aug 11, 2026Ximo Zhu, Ruiqi Liu, Rong Wang +8Uni-OpdToken-Level Supervision

  10. SKT: Skill-Use Training at Scale via Verified Synthetic Data Generation

    Aug 3, 2026Zelin Tan, Yiqun Zhang, Hao Li +11Synthetic TaskLanguage-Model Agents

  11. From Scoring to Acting: Outcome-Verified Comparative Self-Distillation for LLM Agents

    Jul 30, 2026Xu Xia, Jinghua Piao, Min Yang +3Unsupervised On-Policy Self-DistillationSelf-Distillation Framework

  12. Learning and Structurally Validating Simulation Scenario Continuations in Dynamic Graph Systems

    Jul 23, 2026Michael Romei de Socio, Gian Luca Pozzato, Alessio MerloScenario GenerationContinuation

  13. FARO: Feasibility-Aware Robot Motion Optimization

    Jul 20, 2026Michal Ciebielski, Shafeef Omar, Aaron Johnson +1Robot TrajectoriesHumanoid Loco-Manipulation

  14. NavCMPO: Critic-Guided MeanFlow Policy Optimization for Adaptive Navigation

    Jul 16, 2026Junjie An, Yi Wu, Xiao Liu +5Object Goal NavigationMenu

  15. MobiDiff: Semantic-Aware Multi-Channel Discrete Diffusion for Human Mobility Data Generation

    Jul 9, 2026Rongchao Xu, Lin Jiang, Dahai Yu +5MobilityHuman Motion Generation

  16. Function-Space Diffusion for Motion Planning

    Jul 3, 2026Zinuo Chang, Yipu Chen, Byoungwoo Park +2Diffusion PlanningMotion Planning

  17. DynFly: Dynamic-Aware Continuous Trajectory Generation for UAV Vision-Language Navigation in Urban Environments

    Jun 30, 2026Wen Jiang, Hanfang Liang, Li Wang +9Aerial Vision-Language NavigationUnmanned Aerial Vehicles

  18. Learning Probabilistic Filters with Strictly Proper Scoring Rules

    Jun 25, 2026Eviatar Bach, Ricardo Baptista, Jochen Bröcker +2Bayesian FilteringData Assimilation

  19. JPPD: Joint Prediction_Planning Diffusion with Differentiable Safety Guidance for Dynamic Obstacle Avoidance in Intelligent Transportation Systems

    Jun 14, 2026Jiahao Wu, Shengwen YuDiffusion PlanningRobot Trajectories

  20. InterleaveThinker: Reinforcing Agentic Interleaved Generation

    Jun 11, 2026Dian Zheng, Harry Lee, Manyuan Zhang +4Multi-Reference Image GenerationImage Generation

  21. Inference-Time Vulnerability Beyond Shallow Safety: Alignment Along Generation Trajectories

    Jun 3, 2026Kyungmin Park, Taesup KimInference-Time DefenseLarge Language Model Safety

  22. CityTrajBench: A Unified Benchmark for City-Scale Vehicle Trajectory Generation

    Jun 1, 2026Shibo Zhu, Xiaodan Shi, Dayin Chen +4Urban MobilityStudent-Generated Trajectories

  23. MobEvolve: An Agentic Self-Evolving Heuristic System for Interpretable Human Mobility Generation

    Jun 1, 2026Junlin He, Yihong Tang, Tong Nie +6MobilityHuman Motion Generation

  24. Generative Modeling by Value-Driven Transport

    May 21, 2026Pablo Moreno-Muñoz, Adrian Müller, Gergely NeuGenerative ModelsStochastic Optimal Control

  25. Privacy Evaluation of Generative Models for Trajectory Generation

    May 14, 2026Stavros Bouras, Ioannis Kontopoulos, Chiara Pugliese +5Student-Generated TrajectoriesGenerative Models

  26. Multi-Rollout On-Policy Distillation via Peer Successes and Failures

    May 12, 2026Weichen Yu, Xiaomin Li, Yizhou Zhao +8Token-Level SupervisionParallel Rollouts

  27. diffGHOST: Diffusion based Generative Hedged Oblivious Synthetic Trajectories

    May 11, 2026Florent Guépin, Cheick Tidiani Cisse, Denis Renaud +2Student-Generated TrajectoriesPrivacy

  28. TrajDLM: Topology-Aware Block Diffusion Language Model for Trajectory Generation

    May 11, 2026Wilson Wongso, Lihuan Li, Arian Prabowo +4Student-Generated TrajectoriesTrajectory Generation

  29. Normalizing Trajectory Models

    May 8, 2026Jiatao Gu, Tianrong Chen, Ying Shen +3Denoising TrajectoryNormalizing Flows

  30. A Dual Perspective on Synthetic Trajectory Generators: Utility Framework and Privacy Vulnerabilities

    Apr 21, 2026Aya Cherigui, Florent Guépin, Arnaud Legendre +1MobilityPrivacy

  31. Few-Step Diffusion Language Models via Trajectory Self-Distillation

    Feb 12, 2026Tunyu Zhang, Xinxi Zhang, Ligong Han +10Diffusion Language ModelsFew-Step Generation

  32. OVD: On-policy Verbal Distillation

    Jan 29, 2026Jing Xiong, Hui Shen, Shansan Gong +7Online-Policy DistillationStudent-Generated Trajectories

  33. Geometry-Aware Single-Image 4D Synthesis via Dense Trajectory Generation

    Dec 4, 2025Yanran Zhang, Ziyi Wang, Wenzhao Zheng +3Student-Generated TrajectoriesSynthesis

  34. When Distillation Breaks Motion Control: Restoring Generative Trajectories for Fast Video Generators

    Jun 24, 2025Jintao Rong, Xin Xie, Xinyi Yu +4Student-Generated TrajectoriesEffective Distillation