经典规划论文趋势 2023–2026

STRIPS/PDDL

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 179 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

经典规划论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023787224
202414711335
2025141015241
2026401713979

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部经典规划论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 179 篇，第 2 / 4 页

  1. NeurIPS 2026Flexible Intensities Matter: A comprehensive re-evaluation of Classical and Neural Temporal Point Processes
  2. NeurIPS 2026HaM-World: Soft-Hamiltonian World Models with Selective Memory for Planning
  3. NeurIPS 2026Implicit-Euler Value Iteration: Long-Horizon Planning via Stable Integration of the Bellman Residual Flow
  4. NeurIPS 2026Locating and Repairing Domain Shift in VLM Trajectory Planning
  5. NeurIPS 2026Majority-of-Three is an Optimal PAC Learner
  6. NeurIPS 2026Marginal-Nonuniform Multiclass Learning
  7. NeurIPS 2026MemPlan: Memory-Conditioned PDDL Planning for Partially Observable Text Environments
  8. NeurIPS 2026Multi-Stage Planning from Single-Stage Data: Reinforcement Learning Helps Composition but Requires Anchoring
  9. NeurIPS 2026Nearly Optimal Fixed-Confidence Best-Arm Identification with 1-Bit Feedback
  10. NeurIPS 2026ObjView-Bench: Rethinking Difficulty and Deployment for Object-Centric View Planning
  11. NeurIPS 2026OntoPlan: An Ontology-Grounded Scene Representation and Agentic Framework for Scalable Robot Task Planning
  12. NeurIPS 2026Optimizer-Induced Mode Connectivity: From AdamW to Muon
  13. NeurIPS 2026Ordinal Geometry Complements Reconstruction: Diagnosing Planning with Compressed Value Functions
  14. NeurIPS 2026Perfect Parallelization in Mini-Batch SGD with Classical Momentum Acceleration
  15. NeurIPS 2026Plan2Sense: Open-World Task Planning in Epistemic States via Interleaved Ontic and Sensing Actions
  16. NeurIPS 2026PO-PDDL: Learning Symbolic POMDPs from Visual Demonstrations for Robot Planning Under Uncertainty
  17. NeurIPS 2026Posterior-Tracking for Best-Arm Identification in Bernoulli Bandits
  18. NeurIPS 2026Probing Visual Planning in Image Editing Models
  19. NeurIPS 2026Property-Guided LLM Program Synthesis for Planning
  20. NeurIPS 2026Recovering the Apresjan Hierarchy Using Linkage-Based Clustering
  21. NeurIPS 2026Refining Compositional Diffusion for Reliable Long-Horizon Planning
  22. NeurIPS 2026Risk-Averse Online POMDP Planning via CVaR of the Immediate Cost with Performance Guarantees
  23. NeurIPS 2026Settling the Sample Complexity of Deterministic Agnostic PAC Learning
  24. NeurIPS 2026TGPO: Trace-Guided Policy Optimization for Robot Task Planning via Verifiable Subgoal Generation
  25. NeurIPS 2026Theory of Mind and Persuasion Beyond Conversation: Assessing the Capacity of LLMs to Induce Belief States via Planning and Action
  26. NeurIPS 2026Tokenizer Choice Shapes Generalization in State-Centric Learning for Planning
  27. NeurIPS 2026Trajectory Planning without Trajectory Data: A Manifold-Guided Approach
  28. NeurIPS 2026Unifying Reasoning and Planning through Energy Minimization
  29. NeurIPS 2026Winning Lottery Tickets in Neural Networks via a Quantum-Inspired Classical Algorithm
  30. CVPR 2025Bridging Past and Future: End-to-End Autonomous Driving with Historical Prediction and Planning
  31. CVPR 2025Evaluating Vision-Language Models as Evaluators in Path Planning
  32. ICLR 2025Distilling Reinforcement Learning Algorithms for In-Context Model-Based Planning
  33. ICLR 2025Epistemic Monte Carlo Tree Search
  34. ICLR 2025From an LLM Swarm to a PDDL-empowered Hive: Planning Self-executed Instructions in a Multi-modal Jungle
  35. ICLR 2025Implicit Search via Discrete Diffusion: A Study on Chess
  36. ICLR 2025Improving Large Language Model Planning with Action Sequence Similarity
  37. ICLR 2025LLMs Can Plan Only If We Tell Them
  38. ICLR 2025On the self-verification limitations of large language models on reasoning and planning tasks
  39. ICLR 2025OptionZero: Planning with Learned Options
  40. ICLR 2025System 1.x: Learning to Balance Fast and Slow Planning with Language Models
  41. ICLR 2025Tool-Planner: Task Planning with Clusters across Multiple Tools
  42. ICML 2025Emergent Response Planning in LLMs
  43. ICML 2025Goal-Space Planning with Subgoal Models
  44. ICML 2025Hybrid Quantum-Classical Multi-Agent Pathfinding
  45. ICML 2025Limitations of measure-first protocols in quantum machine learning
  46. ICML 2025Mastering Board Games by External and Internal Planning with Language Models
  47. ICML 2025Monte-Carlo Tree Search with Uncertainty Propagation via Optimal Transport
  48. ICML 2025Online Robust Reinforcement Learning Through Monte-Carlo Planning
  49. ICML 2025Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks
  50. ICML 2025Power Mean Estimation in Stochastic Continuous Monte-Carlo Tree Search

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查经典规划在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "classical-planning"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇经典规划论文？
共 179 篇，按年份分别是 2023 年 24 篇、2024 年 35 篇、2025 年 41 篇、2026 年 79 篇。
NeurIPS 2026 有多少篇经典规划论文？
NeurIPS 2026 有 40 篇经典规划论文，上一届是 14 篇。
ICLR 2026 有多少篇经典规划论文？
ICLR 2026 有 17 篇经典规划论文，上一届是 10 篇。
ICML 2026 有多少篇经典规划论文？
ICML 2026 有 13 篇经典规划论文，上一届是 15 篇。
CVPR 2026 有多少篇经典规划论文？
CVPR 2026 有 9 篇经典规划论文，上一届是 2 篇。
哪个会议的经典规划论文最多？
NeurIPS，2023–2026 年共 75 篇。

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