A survey of embodied ai: From simulators to research tasks
There has been an emerging paradigm shift from the era of “internet AI” to “embodied AI,”
where AI algorithms and agents no longer learn from datasets of images, videos or text …
where AI algorithms and agents no longer learn from datasets of images, videos or text …
The role of physics-based simulators in robotics
Physics-based simulation provides an accelerated and safe avenue for develo**,
verifying, and testing robotic control algorithms and prototype designs. In the quest to …
verifying, and testing robotic control algorithms and prototype designs. In the quest to …
Google scanned objects: A high-quality dataset of 3d scanned household items
Interactive 3D simulations have enabled break-throughs in robotics and computer vision, but
simulating the broad diversity of environments needed for deep learning requires large …
simulating the broad diversity of environments needed for deep learning requires large …
Habitat 2.0: Training home assistants to rearrange their habitat
Abstract We introduce Habitat 2.0 (H2. 0), a simulation platform for training virtual robots in
interactive 3D environments and complex physics-enabled scenarios. We make …
interactive 3D environments and complex physics-enabled scenarios. We make …
Inadequacies of large language model benchmarks in the era of generative artificial intelligence
The rapid rise in popularity of Large Language Models (LLMs) with emerging capabilities
has spurred public curiosity to evaluate and compare different LLMs, leading many …
has spurred public curiosity to evaluate and compare different LLMs, leading many …
Kubric: A scalable dataset generator
Data is the driving force of machine learning, with the amount and quality of training data
often being more important for the performance of a system than architecture and training …
often being more important for the performance of a system than architecture and training …
Behavior-1k: A benchmark for embodied ai with 1,000 everyday activities and realistic simulation
We present BEHAVIOR-1K, a comprehensive simulation benchmark for human-centered
robotics. BEHAVIOR-1K includes two components, guided and motivated by the results of an …
robotics. BEHAVIOR-1K includes two components, guided and motivated by the results of an …
robosuite: A modular simulation framework and benchmark for robot learning
robosuite is a simulation framework for robot learning powered by the MuJoCo physics
engine. It offers a modular design for creating robotic tasks as well as a suite of benchmark …
engine. It offers a modular design for creating robotic tasks as well as a suite of benchmark …
Sapien: A simulated part-based interactive environment
Building home assistant robots has long been a goal for vision and robotics researchers. To
achieve this task, a simulated environment with physically realistic simulation, sufficient …
achieve this task, a simulated environment with physically realistic simulation, sufficient …
Threedworld: A platform for interactive multi-modal physical simulation
We introduce ThreeDWorld (TDW), a platform for interactive multi-modal physical simulation.
TDW enables simulation of high-fidelity sensory data and physical interactions between …
TDW enables simulation of high-fidelity sensory data and physical interactions between …