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reinforcement learning

(4 articles)

September 4, 2025Technology

DeepSeek-Coder-V2's Reward Model Explained

Explore the 5 core reward functions powering DeepSeek-Coder-V2. Learn how its modular reward model for accuracy, reasoning, and format shapes AI behavior.

Ning Si Ai

DeepSeek-Coder-V2 reward model reward function+1 more

September 3, 2025Technology

Replicate DeepSeek R1 with RL: A Guide

Learn to replicate the DeepSeek R1 training process. This guide covers building a reinforcement learning pipeline from scratch using GRPO for advanced LLM reasoning.

Ning Si Ai

DeepSeek R1 Reinforcement Learning Group Relative Policy Optimization+1 more

July 24, 2025Technology

Two Major Challenges in Reinforcement Learning Finally Solved by ICLR Papers

Traditional reinforcement learning models struggle with real-time applications due to "AI lag." Two ICLR 2025 papers from Mila introduce groundbreaking solutions to tackle inaction and delay regret, enabling large AI models to operate in high-frequency, dynamic environments without compromising speed or intelligence.

Alex

Technology AI Innovation+1 more

July 9, 2025Technology

Training a 671B LLM with Reinforcement Learning: Key...

Discover the technical challenges and solutions in training a 671B parameter LLM with Reinforcement Learning, covering frameworks, memory, and efficiency.

Alex

671B parameter LLM Reinforcement Learning large language model training+1 more