Tag archive

#rl

Oct 3, 2026

#rl #machinelearning #deeplearning #ai

RL 5: Learning Automata and stochastic environments (1961–1974)

Quick recap, in case you're jumping in from Blog 4. Arthur Samuel's checkers program learned by...

Oct 3, 202621 min read0 reactions0 comments

Sep 25, 2026

#rl #ai #machinelearning #deeplearning

RL 4: Early heuristics and the birth of Temporal Difference learning (1959–1968)

TL;DR Bellman's math told you how to act perfectly — on paper. 1959 computers had neither...

Sep 25, 202615 min read0 reactions0 comments

强

Sep 2, 2026

#强化学习 #rl #ppo #ai

强化学习全景：从 DQN 到 PPO，从 AlphaGo 到 LLM 对齐

从 DQN、PPO、SAC 到 RLHF，系统梳理强化学习的核心算法原理及其在 LLM 对齐中的关键应用。

Sep 2, 20262 min read0 reactions0 comments

Parsewave and the Shift Toward Better Post-Training Data

Aug 19, 2026

#ai #webdev #machinelearning #rl

Parsewave and the Shift Toward Better Post-Training Data

With the development of AI models, it has started to occur to me that just using larger amounts of...

Aug 19, 20261 min read0 reactions0 comments

Sep 12, 2026

#rl #ai #machinelearning #deeplearning

RL 2: The first physical and computational RL machines(1948–1954)

Quick recap, if you're just arriving: Blog 1 showed that every core idea in reinforcement learning...

Sep 12, 202610 min read0 reactions1 comments

RL 1: Biological foundations and the "Law of Effect" (1898– 1949)

Sep 2, 2026

#rl #machinelearning #deeplearning #ai

RL 1: Biological foundations and the "Law of Effect" (1898– 1949)

Before GPUs. Before neural networks. Before transistors were even a rumor. There was a hungry cat in...

Sep 2, 202612 min read1 reactions0 comments

Aug 19, 2026

#rl

Reinforcement Learning Series

I created this series to make that steep learning curve far less daunting for you. My goal is to...

Aug 19, 20264 min read0 reactions0 comments

Jun 11, 2026

#ai #rl #machinelearning #philosophy

The Missing Piece in Jason Wei's Framework: When to Go On-Policy

The Missing Piece in Jason Wei's Framework: When to Go On-Policy Jason Wei — the...

Jun 11, 20264 min read0 reactions0 comments

Mar 30, 2026

#hamiltonjacobibellman #hjb #reinforcementlearning #rl

Hamilton-Jacobi-Bellman Equation: Reinforcement Learning and Diffusion Models!

The Hamilton-Jacobi-Bellman (HJB) equation stands as a cornerstone in the theory of optimal control,...

Mar 30, 202611 min read0 reactions0 comments

Mar 26, 2026

#ai #rl

Verifier and Reward Design for RL Environments

Executive Summary In reinforcement learning, the quality of your training is bounded by...

Mar 26, 202612 min read0 reactions0 comments

Top 15 Reinforcement Learning Questions That Will Appear in Exams

Apr 19, 2026

#rl #reinforcementlearning #ai #students

Reinforcement Learning for Robotics: A Comprehensive 2025 Guide

By a Senior Robotics ML Engineer with 12+ years deploying RL in the field After over a decade...

Mar 15, 202652 min read1 reactions0 comments

#rl