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Neptune Blog

Learn from AI/ML engineers, researchers, and folks building foundation models: best practices, tool reviews, and real-world examples.

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  • Reinforcement Learning

10 Real-Life Applications of Reinforcement Learning

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Derrick Mwiti
- 5 min
In Reinforcement Learning (RL), agents are trained on a reward and punishment mechanism. The agent is rewarded for correct moves and punished for the wrong ones. In doing so, the agent tries to minimize wrong moves and maximize the right...
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  • Reinforcement Learning

Best Benchmarks for Reinforcement Learning: The Ultimate List

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Piotr Januszewski
- 7 min
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  • LLMOps
  • Reinforcement Learning

Reinforcement Learning From Human Feedback (RLHF) For LLMs

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Michał Oleszak
- 8 min
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  • ML Model Development
  • Reinforcement Learning

Continuous Control With Deep Reinforcement Learning

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Piotr Januszewski
- 5 min
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  • Reinforcement Learning

Installing MuJoCo to Work With OpenAI Gym Environments

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Piotr Januszewski
- 5 min
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  • Reinforcement Learning

Best Benchmarks for Reinforcement Learning: The Ultimate List

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Piotr Januszewski
- 7 min
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  • ML Model Development
  • Reinforcement Learning

Markov Decision Process in Reinforcement Learning: Everything You Need to Know

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Andre Ye
- 7 min
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  • ML Model Development
  • Reinforcement Learning

Model-Based and Model-Free Reinforcement Learning: Pytennis Case Study

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Elisha Odemakinde
- 11 min
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  • ML Tools
  • Reinforcement Learning

The Best Tools for Reinforcement Learning in Python You Actually Want to Try

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Vladimir Lyashenko Piotr Januszewski
- 13 min
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  • Reinforcement Learning

7 Applications of Reinforcement Learning in Finance and Trading

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Soumo Chatterjee
- 4 min
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  • Reinforcement Learning

Best Reinforcement Learning Tutorials, Examples, Projects, and Courses

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Krissanawat Kaewsanmua
- 6 min
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  • Reinforcement Learning

10 Real-Life Applications of Reinforcement Learning

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Derrick Mwiti
- 5 min
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