"long-horizon planning" Papers

15 papers found

FLIP: Flow-Centric Generative Planning as General-Purpose Manipulation World Model

Chongkai Gao, Haozhuo Zhang, Zhixuan Xu et al.

ICLR 2025arXiv:2412.08261
25
citations

Generative Trajectory Stitching through Diffusion Composition

Yunhao Luo, Utkarsh Mishra, Yilun Du et al.

NEURIPS 2025spotlightarXiv:2503.05153
21
citations

LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents

Rui Li, Zixuan Hu, Wenxi Qu et al.

NEURIPS 2025arXiv:2505.22634
2
citations

LLMs Can Plan Only If We Tell Them

Bilgehan Sel, Ruoxi Jia, Ming Jin

ICLR 2025arXiv:2501.13545
16
citations

Local Manifold Approximation and Projection for Manifold-Aware Diffusion Planning

Kyowoon Lee, Jaesik Choi

ICML 2025arXiv:2506.00867
4
citations

Multimodal LLM Guided Exploration and Active Mapping using Fisher Information

Wen Jiang, BOSHU LEI, Katrina Ashton et al.

ICCV 2025arXiv:2410.17422
9
citations

SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation

Yining Hong, Beide Liu, Maxine Wu et al.

ICLR 2025oralarXiv:2410.23277
19
citations

SPRINT: Enabling Interleaved Planning and Parallelized Execution in Reasoning Models

Emil Biju, Shayan Talaei, Zhemin Huang et al.

NEURIPS 2025arXiv:2506.05745
4
citations

State-Covering Trajectory Stitching for Diffusion Planners

Kyowoon Lee, Jaesik Choi

NEURIPS 2025oralarXiv:2506.00895
4
citations

Structural Information-based Hierarchical Diffusion for Offline Reinforcement Learning

Xianghua Zeng, Hao Peng, Yicheng Pan et al.

NEURIPS 2025oralarXiv:2509.21942

Temporal Distance-aware Transition Augmentation for Offline Model-based Reinforcement Learning

Dongsu Lee, Minhae Kwon

ICML 2025oralarXiv:2505.13144
3
citations

ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning

Chi-Pin Huang, Yueh-Hua Wu, Min-Hung Chen et al.

NEURIPS 2025arXiv:2507.16815
59
citations

Trajectory Graph Learning: Aligning with Long Trajectories in Reinforcement Learning Without Reward Design

Yunfan Li, Eric Liu, Lin Yang

NEURIPS 2025spotlight

AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training

Ziyu Wan, Xidong Feng, Muning Wen et al.

ICML 2024arXiv:2309.17179
304
citations

Stitching Sub-trajectories with Conditional Diffusion Model for Goal-Conditioned Offline RL

Sungyoon Kim, Yunseon Choi, Daiki Matsunaga et al.

AAAI 2024paperarXiv:2402.07226
18
citations