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5 results for “reinforcement learning”
Google DeepMind
Google DeepMind is an AI research laboratory owned by Alphabet Inc., formed in 2023 by the merger of Google Brain and DeepMind, and responsible for developing foundational AI systems including the Gemini family of models, AlphaFold, and AlphaGo.
Markov Decision Process
A Markov decision process is a mathematical framework for modelling sequential decision-making in which outcomes are partly random and partly under the control of a decision-maker.
Monte Carlo Methods
A broad class of computational algorithms that use repeated random sampling to obtain numerical results, widely used in machine learning for Bayesian inference, reinforcement learning, and uncertainty estimation.
Neural Architecture Search
Neural architecture search is the automated design of neural network architectures using search algorithms, reinforcement learning, or gradient-based methods to discover models that meet target accuracy, latency, and size constraints.
Reinforcement Learning from Human Feedback
A machine learning technique that trains a reward model from human preference data and uses it to align large language models with human values, safety requirements, and intended behaviour through reinforcement learning.