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8 Practical Examples of Reinforcement Learning Even though we are still in the early stages of reinforcement learning, there are several applications and products that are starting to rely on the ...
Moving beyond the slow, costly trial-and-error of RL, GEPA teaches AI systems to learn and improve using natural language.
As the creators of InstructGPT – one of the first major applications of reinforcement learning with human feedback (RLHF) to train large language models – the two played an important role in ...
Review Article Published: 27 May 2015 Reinforcement learning improves behaviour from evaluative feedback Michael L. Littman Nature 521, 445–451 (2015) Cite this article ...
Popular reinforcement learning examples include game-playing AI like DeepMind’s AlphaGo and AlphaStar, which plays StarCraft 2.
Citations T. Haarnoja et al. Learning agile soccer skills for a bipedal robot with deep reinforcement learning. Science Robotics. April 10, 2024. doi: 10.1126/scirobotics.adi8022.
A Collins, L Thomas, Comparing reinforcement learning approaches for solving game theoretic models: a dynamic airline pricing game example, The Journal of the Operational Research Society, Vol. 63, No ...