Reinforcement Learning Archives

What is RLHF – Reinforcement Learning from Human Feedback?
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What is RLHF – Reinforcement Learning from Human Feedback?

Irene Bonso2025-06-24T05:52:27+00:00

What is Reinforcement Learning from Human Feedback (RLHF)? A technique to improve AI models using human feedback to guide learning. Builds on reinforcement learning, where AI learns by trial and error to achieve goals. Uses human opinions to determine good or bad outputs, enhancing traditional reward systems. How RLHF Works Data Collection: AI generates multiple outputs (e.g., answers or text snippets). Humans provide feedback by ranking or comparing outputs (e.g., which is better or more helpful). Supervised Fine-Tuning: Model is trained with human feedback to produce preferred outputs. Establishes a baseline for good responses. Building a Reward Model: Creates a [...]

What is RLHF – Reinforcement Learning from Human Feedback?Irene Bonso2025-06-24T05:52:27+00:00

AI Learning Simplified: Three Methods That Make Machines Smart
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AI Learning Simplified: Three Methods That Make Machines Smart

Daniela Joaquin2025-06-28T09:37:33+00:00

Let’s be honest, in recent years, you might have heard of Artificial Intelligence (AI) a million times in your day-to-day life—but have you ever stopped to wonder, how does AI learn to do all the things it can? From writing essays to driving cars and even powering robots, AI has gone from a distant dream to a constant companion. In fact, many assumes that AI is created with magic that could automatically build itself from scratch and decide on the go. However, the secret of AI is that it is just really good at learning. No magic is involved, just [...]

AI Learning Simplified: Three Methods That Make Machines SmartDaniela Joaquin2025-06-28T09:37:33+00:00

Build an AI Opponent for Discord Activities – Intro
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Build an AI Opponent for Discord Activities – Intro

Douleia Yap2025-05-26T06:50:08+00:00

Have you ever wondered how NPCs and bots in games make decisions? How do they seem to "think" or play strategically—even when there's no human behind the scenes? In this blog series, we’ll take a deep dive into creating your own AI-powered opponent for a turn-based board game—specifically designed to run inside Discord Activities. Our goal is to create an opponent for turn-based board games that makes strategic decisions, learns from its experiences, and offers a compelling challenge for players on Discord. In this blog series, we'll learn how to: Design an AI opponent tailored for turn-based games Integrate your [...]

Build an AI Opponent for Discord Activities – IntroDouleia Yap2025-05-26T06:50:08+00:00

Can AI Decide for Itself? A Look into Reinforcement Learning
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Can AI Decide for Itself? A Look into Reinforcement Learning

Maxine Sofia Llamas2025-04-26T07:39:10+00:00

What does it really mean to make a decision? Is it going with what feels right? Is it calculating risks and rewards, moment by moment? Or maybe, it’s remembering what went wrong last time, and choosing better. But what if a robot starts doing that too? What if it remembers and adapts not because it’s told to but because it chooses to? That question lands differently when you’ve seen a machine pause, adapt... even protect. What happens when a robot starts making choices on its own? In the 2015 film Chappie, directed by Neill Blomkamp, we meet a robot that [...]

Can AI Decide for Itself? A Look into Reinforcement LearningMaxine Sofia Llamas2025-04-26T07:39:10+00:00

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