Coding Model
A large language model with code generation and comprehension capabilities, such as a code-fine-tuned GPT-series model or an open-source code model, which in RoboArchitect outputs executable Python control code.
Timeline (last 90 days)
RoboArchitect proposes updating no model weights, letting a coding model automatically design a harness wrapped around a frozen policy and injecting persistent memory into it.
A coding model refers to a large language model with code generation and understanding capabilities, such as the code-fine-tuned GPT series or open-source code models.
RoboArchitect's workflow is that the coding model observes the robot's rollouts, diagnoses the causes of failure, and then iteratively revises the framework wrapping the frozen policy, without updating any model weights throughout the process.
All Facts (3)
RoboArchitect proposes updating no model weights, letting a coding model automatically design a harness wrapped around a frozen policy and injecting persistent memory into it.
50%UnverifiedA coding model refers to a large language model with code generation and understanding capabilities, such as the code-fine-tuned GPT series or open-source code models.
50%UnverifiedRoboArchitect's workflow is that the coding model observes the robot's rollouts, diagnoses the causes of failure, and then iteratively revises the framework wrapping the frozen policy, without updating any model weights throughout the process.
50%