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 75 篇，第 2 / 2 页

  1. NeurIPS 2025Towards Reliable Code-as-Policies: A Neuro-Symbolic Framework for Embodied Task Planning
  2. NeurIPS 2025Towards Reliable LLM-based Robots Planning via Combined Uncertainty Estimation
  3. NeurIPS 2025Tru-POMDP: Task Planning Under Uncertainty via Tree of Hypotheses and Open-Ended POMDPs
  4. NeurIPS 2025When Can Model-Free Reinforcement Learning be Enough for Thinking?
  5. NeurIPS 2024A Unifying Normative Framework of Decision Confidence
  6. NeurIPS 2024ALPINE: Unveiling The Planning Capability of Autoregressive Learning in Language Models
  7. NeurIPS 2024Amortized Planning with Large-Scale Transformers: A Case Study on Chess
  8. NeurIPS 2024Chain of Thoughtlessness? An Analysis of CoT in Planning
  9. NeurIPS 2024GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps
  10. NeurIPS 2024Graph Learning for Numeric Planning
  11. NeurIPS 2024Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity
  12. NeurIPS 2024Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference
  13. NeurIPS 2024The Value of Reward Lookahead in Reinforcement Learning
  14. NeurIPS 2024Thought of Search: Planning with Language Models Through The Lens of Efficiency
  15. NeurIPS 2024Towards Effective Planning Strategies for Dynamic Opinion Networks
  16. NeurIPS 2024Ultrafast classical phylogenetic method beats large protein language models on variant effect prediction
  17. NeurIPS 2024WenMind: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Classical Literature and Language Arts
  18. NeurIPS 2024What type of inference is planning?
  19. NeurIPS 2023Accelerating Motion Planning via Optimal Transport
  20. NeurIPS 2023AdaPlanner: Adaptive Planning from Feedback with Language Models
  21. NeurIPS 2023Experiment Planning with Function Approximation
  22. NeurIPS 2023Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning
  23. NeurIPS 2023Online POMDP Planning with Anytime Deterministic Guarantees
  24. NeurIPS 2023Reference-Based POMDPs
  25. NeurIPS 2023SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models

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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