Articles tagged with “reinforcement-learning”

Reinforcement Learning Explained: Core Concepts & Examples

Learn what reinforcement learning (RL) is through clear explanations and examples. This guide covers core concepts like MDPs, agents, rewards, and key algorithm

35 min read

12/20/2025

reinforcement learning machine learning deep reinforcement learning q-learning markov decision process ai agent exploration vs exploitation actor-critic methods

NeurIPS 2025: A Guide to Key Papers, Trends & Stats

An educational overview of the NeurIPS 2025 conference. Learn about key trends in AI research, including LLMs, major awards, acceptance rates, and new paper tra

35 min read

12/2/2025

neurips 2025 machine learning ai conference large language models ai research trends reinforcement learning ai ethics datasets and benchmarks test-of-time award

RLAIF in Healthcare: How AI Feedback Reduces Annotation Costs

Learn how Reinforcement Learning from AI Feedback (RLAIF) reduces medical AI annotation costs. This guide covers the RLAIF method, its benefits over RLHF, and u

30 min read

10/19/2025

rlaif healthcare ai data annotation rlhf reinforcement learning llm alignment medical image analysis annotation costs

RLHF in Drug Discovery Models: Architecture & QA Explained

Explore the technical architecture of RLHF for drug discovery. Learn how reward models and policy optimization align generative AI with expert chemist feedback.

35 min read

10/19/2025

rlhf drug discovery reinforcement learning generative models ai in pharma reward model computational drug design quality assurance

RLHF Pipeline for Clinical LLMs: An Implementation Guide

Build a safe and reliable clinical LLM using an RLHF pipeline. This guide covers the architecture, SFT, reward modeling, and AI alignment for healthcare.

45 min read

10/19/2025

rlhf clinical llm ai alignment reinforcement learning reward modeling llm fine-tuning healthcare ai llm safety

A Comparison of Reinforcement Learning (RL) and RLHF

An overview of Reinforcement Learning (RL) and RLHF. Learn how RL uses reward functions and how RLHF incorporates human judgments to train AI agents.

70 min read

8/1/2025

reinforcement learning rlhf human feedback reward function ai alignment machine learning agent training

Reinforcement Learning from Human Feedback (RLHF) Explained

A technical guide to Reinforcement Learning from Human Feedback (RLHF). This article covers its core concepts, training pipeline, and key alignment algorithms.

70 min read

7/30/2025

rlhf reinforcement learning ai alignment reward modeling policy optimization large language models human-in-the-loop