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Cognitive architectures for language agents
Recent efforts have augmented large language models (LLMs) with external resources (eg,
the Internet) or internal control flows (eg, prompt chaining) for tasks requiring grounding or …
the Internet) or internal control flows (eg, prompt chaining) for tasks requiring grounding or …
Robots that ask for help: Uncertainty alignment for large language model planners
Large language models (LLMs) exhibit a wide range of promising capabilities--from step-by-
step planning to commonsense reasoning--that may provide utility for robots, but remain …
step planning to commonsense reasoning--that may provide utility for robots, but remain …
Building cooperative embodied agents modularly with large language models
In this work, we address challenging multi-agent cooperation problems with decentralized
control, raw sensory observations, costly communication, and multi-objective tasks …
control, raw sensory observations, costly communication, and multi-objective tasks …
3d-vista: Pre-trained transformer for 3d vision and text alignment
Abstract 3D vision-language grounding (3D-VL) is an emerging field that aims to connect the
3D physical world with natural language, which is crucial for achieving embodied …
3D physical world with natural language, which is crucial for achieving embodied …
Robot learning in the era of foundation models: A survey
The proliferation of Large Language Models (LLMs) has s fueled a shift in robot learning
from automation towards general embodied Artificial Intelligence (AI). Adopting foundation …
from automation towards general embodied Artificial Intelligence (AI). Adopting foundation …
Embodied navigation with multi-modal information: A survey from tasks to methodology
Embodied AI aims to create agents that complete complex tasks by interacting with the
environment. A key problem in this field is embodied navigation which understands multi …
environment. A key problem in this field is embodied navigation which understands multi …
Scaling data generation in vision-and-language navigation
Recent research in language-guided visual navigation has demonstrated a significant
demand for the diversity of traversable environments and the quantity of supervision for …
demand for the diversity of traversable environments and the quantity of supervision for …
Habitat 3.0: A co-habitat for humans, avatars and robots
We present Habitat 3.0: a simulation platform for studying collaborative human-robot tasks in
home environments. Habitat 3.0 offers contributions across three dimensions:(1) Accurate …
home environments. Habitat 3.0 offers contributions across three dimensions:(1) Accurate …
Mindagent: Emergent gaming interaction
Large Language Models (LLMs) have the capacity of performing complex scheduling in a
multi-agent system and can coordinate these agents into completing sophisticated tasks that …
multi-agent system and can coordinate these agents into completing sophisticated tasks that …
Homerobot: Open-vocabulary mobile manipulation
HomeRobot (noun): An affordable compliant robot that navigates homes and manipulates a
wide range of objects in order to complete everyday tasks. Open-Vocabulary Mobile …
wide range of objects in order to complete everyday tasks. Open-Vocabulary Mobile …