
Nvidia unveils new AI agent that trains robots
The HinduNvidia Research announced it has developed an AI agent called Eureka that can automatically generate algorithms to train robots yesterday. According to the research paper released by the company, the agent leverages GPT-4’s natural language capabilities and combines it with reinforcement learning to help robots learn more complex skills. “Reinforcement learning has enabled impressive wins over the last decade, yet many challenges still exist, such as reward design, which remains a trial-and-error process,” said Anima Anandkumar, senior director of AI research at NVIDIA and co-author of the Eureka paper. “Eureka is a first step toward developing new algorithms that integrate generative and reinforcement learning methods to solve hard tasks.” The agent takes the robotic simulation environment as input context in the form of a code and then uses it to build reward functions or algorithms that help robots learn through a continuous trial and error method.
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