Ai company with cognitive science and reinforcement learning

Basis is primarily engaged in artificial intelligence as their core business, as evidenced by their focus on building technology that can reason about and operate in complex environments. They also have a strong focus on cognitive science, demonstrated by their work on computational neuroscience and cognitive science projects like successor representation learning and Autumn. Additionally, Basis utilizes reinforcement learning in their technology, as indicated by their development of probabilistic machine learning tools like Pyro and NumPyro, and their work on successor representation learning.

InstaDeep is primarily engaged in artificial intelligence as their core business, focusing on developing AI-powered decision-making systems for enterprises. The company leverages expertise in deep learning and reinforcement learning, as evidenced by their products and research contributions. Additionally, InstaDeep engages in cognitive science through their work in machine intelligence research and their collaborations with major institutions like Google DeepMind.

Ought is primarily engaged in artificial intelligence as their core business, focusing on scaling up good reasoning with the help of machine learning. The company has a strong emphasis on cognitive science, as evidenced by the background of its employees, particularly Owain Evans, who has worked on cognitive science and probabilistic programming. Additionally, Owain Evans has experience in reinforcement learning, which suggests that the company utilizes reinforcement learning in their technology or research.

Hume AI is primarily engaged in artificial intelligence as their core business, focusing on emotional intelligence in AI, which aligns with cognitive science. Additionally, Chris Gagne, the AI Research Manager, has a background in computational modeling of human behavior, including reinforcement learning.

Imbue (formerly Generally Intelligent) is primarily engaged in artificial intelligence as their core business, as evidenced by their focus on building AI systems that can reason and code. The company also has a strong emphasis on cognitive science, demonstrated by their research on LLM ethical decision-making and efficient training methods. Additionally, they utilize reinforcement learning in their technology, as shown by their introduction of a benchmark for RL generalization using procedurally generated worlds named Avalon and co-authored papers on reinforcement learning.

Deepsense.ai is primarily engaged in artificial intelligence as their core business, as evidenced by their AI Guidance Services, AI Implementation Services, and Generative AI Solution Center. The company also focuses on cognitive science through its R&D Hub that collaborates with top universities and scientific institutions. Additionally, the Chief Technology Officer, Robert Bogucki, leads efforts in reinforcement learning, which confirms the company's utilization of this technology.