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Tag: reinforcement learning

NVIDIA AI Releases Orchestrator-8B: A Reinforcement Learning Trained Controller for Efficient Tool and Model Selection
Categories Artificial intelligence

NVIDIA AI Releases Orchestrator-8B: A Reinforcement Learning Trained Controller for Efficient Tool and Model Selection

  • By Asif Razzaq
  • November 29, 2025

How can an AI system learn to pick the right model or tool for each step of a task instead of always relying on…

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RL without TD learning
Categories Machine Learning

RL without TD learning

  • By Ritwik Gupta
  • November 7, 2025

In this post, I’ll introduce a reinforcement learning (RL) algorithm based on an “alternative” paradigm: divide and conquer. Unlike traditional methods, this algorithm is…

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How to Build a Model-Native Agent That Learns Internal Planning, Memory, and Multi-Tool Reasoning Through End-to-End Reinforcement Learning
Categories Artificial intelligence

How to Build a Model-Native Agent That Learns Internal Planning, Memory, and Multi-Tool Reasoning Through End-to-End Reinforcement Learning

  • By Asif Razzaq
  • November 5, 2025

In this tutorial, we explore how an agent can internalize planning, memory, and tool use within a single neural model rather than relying on…

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Categories Artificial intelligence

Benchmarking Tabular Reinforcement Learning Algorithms

  • By _Taskflow Club_
  • May 6, 2025

[ad_1] posts, we explored Part I of the seminal book Reinforcement Learning by Sutton and Barto [1] (*). In that section, we delved into…

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