经典规划论文趋势 2023–2026

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。

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 14 篇，第 1 / 1 页

1. NeurIPS 2025\(\varepsilon\)-Optimally Solving Two-Player Zero-Sum POSGs
2. NeurIPS 2025AlphaBeta is not as good as you think: a simple random games model for a better analysis of deterministic game-solving algorithms
3. NeurIPS 2025Classical Planning with LLM-Generated Heuristics: Challenging the State of the Art with Python Code
4. NeurIPS 2025Graph Neural Network Based Action Ranking for Planning
5. NeurIPS 2025Improving planning and MBRL with temporally-extended actions
6. NeurIPS 2025On Reasoning Strength Planning in Large Reasoning Models
7. NeurIPS 2025Planning and Learning in Average Risk-aware MDPs
8. NeurIPS 2025Prior-Guided Diffusion Planning for Offline Reinforcement Learning
9. NeurIPS 2025REMI: Reconstructing Episodic Memory During Internally Driven Path Planning
10. NeurIPS 2025SPRINT: Enabling Interleaved Planning and Parallelized Execution in Reasoning Models
11. NeurIPS 2025Towards Reliable Code-as-Policies: A Neuro-Symbolic Framework for Embodied Task Planning
12. NeurIPS 2025Towards Reliable LLM-based Robots Planning via Combined Uncertainty Estimation
13. NeurIPS 2025Tru-POMDP: Task Planning Under Uncertainty via Tree of Hypotheses and Open-Ended POMDPs
14. NeurIPS 2025When Can Model-Free Reinforcement Learning be Enough for Thinking?

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。