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Advanced Reasoning, Planning & Self-Improving Agents · AIMaks

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Overview Outline

The library›agents · expert

Advanced Reasoning,
Planning & Self-Improving Agents

The research frontier as engineering practice: test-time compute, search over trajectories, verifiers, skill libraries, and self-improvement loops.

22 hours · 12 lessons

D

Dr. Maks

agents · expert track

Free to read

Free

Sign in to start→Try the free demo lesson→Compose this into my plan→

—Read every lesson at your own pace
—Runnable code and quizzes built in
—Included with a free account

01What you'll build · week by week

01Spending Compute at Inference35m · reading 02Best-of-N, Self-Consistency and Verifiers50m · notebook 03Process Reward Models and Generative Verifiers35m · reading 04Quiz: Test-Time Compute15m · quiz

12 lessons total

At a glance

Lessons12

Estimated time22 hours

Levelexpert

Domainagents

What you'll have shipped

01A working agents project

02Reviewed code, retired and promoted

03A portfolio piece you'd actually link to

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