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Papers
AGiLe: Learning Robust Long-Horizon Manipulation via Affordance-Grounded Bidirectional Latent Planning
CVPR 2026
HiF-VLA: Hindsight, Insight and Foresight through Motion Representation for Vision-Language-Action Models
CVPR 2026
ManiLong-Shot: Interaction-Aware One-Shot Imitation Learning for Long-Horizon Manipulation
AAAI 2026
π_0.5: a Vision-Language-Action Model with Open-World Generalization
CoRL 2025
SPIRE: Synergistic Planning, Imitation, and Reinforcement Learning for Long-Horizon Manipulation
CoRL 2024
FurnitureBench: Reproducible Real-World Benchmark for Long-Horizon Complex Manipulation
RSS 2023
Self-Supervised Learning of Long-Horizon Manipulation Tasks with Finite-State Task Machines
L4DC 2021