Research & Writing

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Dispatches from the edge of chaos — on nonlinear dynamics, AI, emergence, and the mathematics of complex systems.

Transformer

Decision Transformer: Architecture & How It Works

The Decision Transformer reframes reinforcement learning as a sequence modeling problem, using a GPT-style Transformer to generate actions by conditioning on desired return-to-go, past states, and

2 min read