References

Peer review of GPT-4 technical report and systems card

10.1371/journal.pdig.0000417 · 2024 · External reference

10.1145/3716489.3728431

10.1145/3716489.3728431 · External reference

Are large language models really good logical reasoners? a comprehensive evaluation and beyond

10.1109/tkde.2025.3536008 · 2025 · External reference

10.18653/v1/2023.findings-acl.67

10.18653/v1/2023.findings-acl.67 · External reference

Robogpt: an llm-based long-term decision-making embodied agent for instruction following tasks

2025 · External reference

Enhancing the llm-based robot manipulation through human-robot collaboration

2024 · External reference

ReplanVLM: Replanning robotic tasks with visual language models

10.1109/lra.2024.3471457 · 2024 · External reference

Progprompt: Generating situated robot task plans using large language models

2023 · External reference

Differentiable parsing and visual grounding of natural language instructions for object placement

2023 · External reference

Physically grounded vision-language models for robotic manipulation

2024 · External reference

Chain-of-thought prompting elicits reasoning in large language models

2022 · External reference

Large language models are zero-shot reasoners

2022 · External reference

Unresolved reference

External reference

10.18653/v1/2023.acl-long.147

10.18653/v1/2023.acl-long.147 · External reference

Do as i can, not as i say: Grounding language in robotic affordances

2023 · External reference

Text2motion: From natural language instructions to feasible plans

10.1007/s10514-023-10131-7 · 2023 · External reference

Pre-train, prompt, and predict: A systematic survey of prompting methods in natural language processing

2023 · External reference

Prompting is programming: A query language for large language models

10.1145/3591300 · 2023 · External reference

RobotGPT: Robot manipulation learning from ChatGPT

10.1109/lra.2024.3357432 · 2024 · External reference

Object-centric instruction augmentation for robotic manipulation

2024 · External reference

10.1109/iros60139.2025.11246020

10.1109/iros60139.2025.11246020 · External reference

Rlingua: Improving reinforcement learning sample efficiency in robotic manipulations with large language models

2024 · External reference

Object-centric task and motion planning in dynamic environments

10.1109/lra.2020.2965875 · 2020 · External reference

6-dof pose estimation of household objects for robotic manipulation: An accessible dataset and benchmark

2022 · External reference

10.1109/iccv51070.2023.00371

10.1109/iccv51070.2023.00371 · External reference

10.1109/cvpr52733.2024.01692

10.1109/cvpr52733.2024.01692 · External reference

Vision-language interpreter for robot task planning

2024 · External reference

Grounding dino: Marrying dino with grounded pre-training for open-set object detection

2024 · External reference

Gpt-4v (ision) for robotics: Multimodal task planning from human demonstration

10.1109/lra.2024.3477090 · 2024 · External reference

Learning grounded finite-state representations from unstructured demonstrations

10.1177/0278364914554471 · 2015 · External reference

RLBench: The robot learning benchmark & learning environment

10.1109/lra.2020.2974707 · 2020 · External reference

Structured chain-of-thought prompting for code generation

2025 · External reference

A survey on llm-based code generation for low-resource and domain-specific programming languages

2024 · External reference

Transition state clustering: Unsupervised surgical trajectory segmentation for robot learning

2017 · External reference

Robot complex motion learning based on unsupervised trajectory segmentation and movement primitives

10.1016/j.isatra.2019.08.007 · 2020 · External reference