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 46 篇，第 1 / 1 页

  1. ICML 2026An Exponential Separation Between Quantum and Quantum-Inspired Classical Algorithms for Linear Systems
  2. ICML 2026Commit to the Bit: Reactive Reinforcement Learning Done Right
  3. ICML 2026Compositional Planning with Jumpy World Models
  4. ICML 2026Efficient Test-time Inference for Generative Planning Models with OCL Search
  5. ICML 2026Laplacian Representations for Decision-Time Planning
  6. ICML 2026Learning to Search and Searching to Learn for Generalization in Planning
  7. ICML 2026On the Ability of Transformers to Verify Plans
  8. ICML 2026Parallel Stochastic Gradient-Based Planning for World Models
  9. ICML 2026PhotoAgent: Exploratory Visual Aesthetic Planning with Large Vision Models
  10. ICML 2026RefineEvo: Planning-Guided Heuristic Evolution with Bidirectional Experience
  11. ICML 2026Second-Order Smooth Planning with Optimal-Transport Bellman Smoothing
  12. ICML 2026Temporal Straightening for Latent Planning
  13. ICML 2026Training-Free Guided Diffusion for Planning: A Unified Framework via Doob’s h-Transform with Safety Guarantees
  14. ICML 2025Emergent Response Planning in LLMs
  15. ICML 2025Goal-Space Planning with Subgoal Models
  16. ICML 2025Hybrid Quantum-Classical Multi-Agent Pathfinding
  17. ICML 2025Limitations of measure-first protocols in quantum machine learning
  18. ICML 2025Mastering Board Games by External and Internal Planning with Language Models
  19. ICML 2025Monte-Carlo Tree Search with Uncertainty Propagation via Optimal Transport
  20. ICML 2025Online Robust Reinforcement Learning Through Monte-Carlo Planning
  21. ICML 2025Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks
  22. ICML 2025Power Mean Estimation in Stochastic Continuous Monte-Carlo Tree Search
  23. ICML 2025Quantum Speedups in Regret Analysis of Infinite Horizon Average-Reward Markov Decision Processes
  24. ICML 2025Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens
  25. ICML 2025Rejecting Hallucinated State Targets during Planning
  26. ICML 2025Scaling Value Iteration Networks to 5000 Layers for Extreme Long-Term Planning
  27. ICML 2025TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching
  28. ICML 2025Variational Counterfactual Intervention Planning to Achieve Target Outcomes
  29. ICML 2024A Bayesian Approach to Online Planning
  30. ICML 2024Characterizing ResNet's Universal Approximation Capability
  31. ICML 2024DNCs Require More Planning Steps
  32. ICML 2024Highway Value Iteration Networks
  33. ICML 2024Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments
  34. ICML 2024Planning, Fast and Slow: Online Reinforcement Learning with Action-Free Offline Data via Multiscale Planners
  35. ICML 2024Position: LLMs Can’t Plan, But Can Help Planning in LLM-Modulo Frameworks
  36. ICML 2024Potential Based Diffusion Motion Planning
  37. ICML 2024Provable Representation with Efficient Planning for Partially Observable Reinforcement Learning
  38. ICML 2024RoboMP$^2$: A Robotic Multimodal Perception-Planning Framework with Multimodal Large Language Models
  39. ICML 2024Using Left and Right Brains Together: Towards Vision and Language Planning
  40. ICML 2023A Hybrid Quantum-Classical Approach based on the Hadamard Transform for the Convolutional Layer
  41. ICML 2023FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning
  42. ICML 2023Neural Network Approximations of PDEs Beyond Linearity: A Representational Perspective
  43. ICML 2023Optimistic Planning by Regularized Dynamic Programming
  44. ICML 2023Provably Efficient Representation Learning with Tractable Planning in Low-Rank POMDP
  45. ICML 2023Retrosynthetic Planning with Dual Value Networks
  46. ICML 2023Transcendental Idealism of Planner: Evaluating Perception from Planning Perspective for Autonomous Driving

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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