technique

Decision Transformer

techniqueactivedecision-transformer-fc4980a2·2 events·first seen 28d ago

Aliases: Decision Transformer

Co-occurring entities

Hugging Face Reinforcement Learning Transformers

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Graph Transformer Differential Transformer Conditional Diffusion Transformer TRL (Transformer Reinforcement Learning)Sparse Transformer Transformers Sentence Transformers Swift Transformers autoregressive transformer Conformal Decision Theory ViT (Vision Transformer)Transformers (library)

Recent events (2)

3Hugging Face Blog·28d ago·source ↗

Train your first Decision Transformer

A Hugging Face blog post introducing Decision Transformers as a method for offline reinforcement learning, walking through how to train one using the Hugging Face ecosystem. The post covers the core concept of treating RL as a sequence modeling problem and provides a practical tutorial. It targets practitioners looking to apply transformer architectures to RL tasks.

Agent and Tool Ecosystem Decision Transformer Hugging Face Reinforcement Learning

4Hugging Face Blog·28d ago·source ↗

Introducing Decision Transformers on Hugging Face

Hugging Face introduces support for Decision Transformers, a framework that casts offline reinforcement learning as a sequence modeling problem using transformer architectures. The blog post covers the conceptual basis of Decision Transformers and their integration into the Hugging Face ecosystem. This represents an early step in bringing RL-based model paradigms into the standard ML tooling stack.

Agent and Tool Ecosystem Alignment and RLHF Transformers Decision Transformer Hugging Face