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Paper page - GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
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https://research.atspotify.com/2023/07/automatic-music-playlist-generation-via-simulation-based-reinforcement-learning
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Reinforcement learning (RL) is an established tool for sequential decision making. In this work, we apply RL to solve an automatic music playlist generation...
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https://unsloth.ai/docs/get-started/reinforcement-learning-rl-guide
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The Farama Foundation | Maintaining The World’s Open Source Reinforcement Learning Tools
Maintaining The World’s Open Source Reinforcement Learning Tools
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https://www.udacity.com/blog/2025/12/reinforcement-learning-explained-algorithms-examples-and-ai-use-cases.html
Reinforcement Learning Explained: Algorithms, Examples, and AI Use Cases | Udacity
Dec 10, 2025 - Introduction Imagine training a dog to sit. You don’t give it a complete list of instructions; instead, you reward it with a treat every time it performs the...
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https://towardsdatascience.com/benchmarking-tabular-reinforcement-learning-algorithms/
Benchmarking Tabular Reinforcement Learning Algorithms | Towards Data Science
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https://arxiv.org/abs/2407.15168
[2407.15168] Mitigating Deep Reinforcement Learning Backdoors in the Neural Activation Space
Abstract page for arXiv paper 2407.15168: Mitigating Deep Reinforcement Learning Backdoors in the Neural Activation Space
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https://arxiv.org/abs/2507.19457
[2507.19457] GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
Abstract page for arXiv paper 2507.19457: GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
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https://www.intechopen.com:443/online-first/1219884
Deep Reinforcement Learning for Robot Navigation: Concepts, Current Trends, Challenges, and Future...
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https://www.codecademy.com/learn/learn-reinforcement-learning-with-gymnasium
Learn Reinforcement Learning with Gymnasium | Codecademy
Learn reinforcement learning fundamentals and build learning agents with Gymnasium in this hands-on Python course.
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https://arxiv.org/abs/2604.21030
[2604.21030] A Systematic Review and Taxonomy of Reinforcement Learning-Model Predictive Control...
Abstract page for arXiv paper 2604.21030: A Systematic Review and Taxonomy of Reinforcement Learning-Model Predictive Control Integration for Linear Systems
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A Systematic Review and Taxonomy of Reinforcement Learning-Model Predictive Control Integration for...
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[2211.10530] Provable Defense against Backdoor Policies in Reinforcement Learning
Abstract page for arXiv paper 2211.10530: Provable Defense against Backdoor Policies in Reinforcement Learning
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Deep Reinforcement Learning Doesn't Work Yet
June 24, 2018 note: If you want to cite an example from the post, pleasecite the paper which that example came from. If you want to cite thepost as a whole, ...
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https://arxiv.org/abs/2410.23214
[2410.23214] Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval
Abstract page for arXiv paper 2410.23214: Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval
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[2202.05839] Abstraction for Deep Reinforcement Learning
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https://towardsdatascience.com/introduction-to-approximate-solution-methods-for-reinforcement-learning-2/
Introduction to Approximate Solution Methods for Reinforcement Learning | Towards Data Science
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https://www.infoq.com/articles/agent-reinforcement-learning-apache-spark/
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Jan 30, 2026 - This article introduces a reinforcement learning (RL) approach grounded in Apache Spark that enables distributed computing systems to learn optimal...
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TRL - Transformers Reinforcement Learning · Hugging Face
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Reinforcement Learning | Towards Data Science
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https://www.academia.edu/165659755/Learning_Skills_in_Reinforcement_Learning_Using_Relative_Novelty
(PDF) Learning Skills in Reinforcement Learning Using Relative Novelty
We present a method for automatically creating a set of useful temporally-extended actions, or skills, in reinforcement learning. Our method identifies states...
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