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
- 经典规划论文从 2023 年的 24 篇增长到 2026 年的 79 篇，三年间扩大到约 3.3 倍。
- NeurIPS 是发经典规划论文最多的会议，2023–2026 年共 75 篇，占四个会议总量的 42%。
- 交叉方向里涨得最快的是多模态大模型：同时属于两个主题的论文从 2023 年的 0 篇增至 2026 年的 9 篇。
- 在「博弈与规划」的 5 个主题里，它的 2026 年论文数排第 4；同组增长最快的机制设计是 3.0 倍，经典规划是 3.3 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 7 | 8 | 7 | 2 | 24 |
| 2024 | 14 | 7 | 11 | 3 | 35 |
| 2025 | 14 | 10 | 15 | 2 | 41 |
| 2026 | 40 | 17 | 13 | 9 | 79 |
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
- NeurIPS 2026A Structured LLM Framework for Inorganic Material Synthesis Planning
- ICML 2026An Exponential Separation Between Quantum and Quantum-Inspired Classical Algorithms for Linear Systems
- ICLR 2026GTool: Graph Enhanced Tool Planning with Large Language Model
- CVPR 2026HQC-NBV A Hybrid Quantum-Classical View Planning Approach
- NeurIPS 2025\(\varepsilon\)-Optimally Solving Two-Player Zero-Sum POSGs
- ICML 2025Goal-Space Planning with Subgoal Models
- ICLR 2025From an LLM Swarm to a PDDL-empowered Hive: Planning Self-executed Instructions in a Multi-modal Jungle
- CVPR 2025Bridging Past and Future: End-to-End Autonomous Driving with Historical Prediction and Planning
- NeurIPS 2024WenMind: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Classical Literature and Language Arts
- ICML 2024A Bayesian Approach to Online Planning
- ICLR 2024Learning Planning Abstractions from Language
- CVPR 2024Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos
- NeurIPS 2023Experiment Planning with Function Approximation
- ICML 2023A Hybrid Quantum-Classical Approach based on the Hadamard Transform for the Convolutional Layer
- ICLR 2023Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search
- CVPR 2023Planning-Oriented Autonomous Driving
- NeurIPS 2026Behaving Better, Thinking Worse: Sycophancy Across Post-Training Stages
- ICML 2026On the Ability of Transformers to Verify Plans
- ICLR 2026Experience-based Knowledge Correction for Robust Planning in Minecraft
- CVPR 2026No Labels No Look-Ahead Unsupervised Online Video Stabilization with Classical
全部经典规划论文
共 15 篇，第 1 / 1 页
- ICML 2025Emergent Response Planning in LLMs
- ICML 2025Goal-Space Planning with Subgoal Models
- ICML 2025Hybrid Quantum-Classical Multi-Agent Pathfinding
- ICML 2025Limitations of measure-first protocols in quantum machine learning
- ICML 2025Mastering Board Games by External and Internal Planning with Language Models
- ICML 2025Monte-Carlo Tree Search with Uncertainty Propagation via Optimal Transport
- ICML 2025Online Robust Reinforcement Learning Through Monte-Carlo Planning
- ICML 2025Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks
- ICML 2025Power Mean Estimation in Stochastic Continuous Monte-Carlo Tree Search
- ICML 2025Quantum Speedups in Regret Analysis of Infinite Horizon Average-Reward Markov Decision Processes
- ICML 2025Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens
- ICML 2025Rejecting Hallucinated State Targets during Planning
- ICML 2025Scaling Value Iteration Networks to 5000 Layers for Extreme Long-Term Planning
- ICML 2025TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching
- ICML 2025Variational Counterfactual Intervention Planning to Achieve Target Outcomes
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"}
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。