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🌐 [i18n-KO] Translated model_doc/trajectory_transformer.md to Korean #33597

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4 changes: 2 additions & 2 deletions docs/source/ko/_toctree.yml
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Expand Up @@ -734,8 +734,8 @@
sections:
- local: in_translation
title: (λ²ˆμ—­μ€‘) Decision Transformer
- local: in_translation
title: (λ²ˆμ—­μ€‘) Trajectory Transformer
- local: model_doc/trajectory_transformer
title: ꢀ적 트랜슀포머
title: (λ²ˆμ—­μ€‘) κ°•ν™”ν•™μŠ΅ λͺ¨λΈ
- isExpanded: false
sections:
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52 changes: 52 additions & 0 deletions docs/source/ko/model_doc/trajectory_transformer.md
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@@ -0,0 +1,52 @@
<!--Copyright 2022 The HuggingFace Team. All rights reserved.

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
specific language governing permissions and limitations under the License.

⚠️ Note that this file is in Markdown but contain specific syntax for our doc-builder (similar to MDX) that may not be
rendered properly in your Markdown viewer.

-->

# ꢀ적 트랜슀포머[[trajectory-transformer]]

<Tip warning={true}>

This model is in maintenance mode only, so we won't accept any new PRs changing its code.

If you run into any issues running this model, please reinstall the last version that supported this model: v4.30.0.
You can do so by running the following command: `pip install -U transformers==4.30.0`.
이 λͺ¨λΈμ€ μœ μ§€ 보수 λͺ¨λ“œλ‘œλ§Œ 운영되며, μ½”λ“œλ₯Ό λ³€κ²½ν•˜λŠ” μƒˆλ‘œμš΄ PR(Pull Request)은 받지 μ•ŠμŠ΅λ‹ˆλ‹€.
이 λͺ¨λΈμ„ μ‹€ν–‰ν•˜λŠ” 데 λ¬Έμ œκ°€ λ°œμƒν•œλ‹€λ©΄, 이 λͺ¨λΈμ„ μ§€μ›ν•˜λŠ” λ§ˆμ§€λ§‰ 버전인 v4.30.0λ₯Ό λ‹€μ‹œ μ„€μΉ˜ν•΄ μ£Όμ„Έμš”. λ‹€μŒ λͺ…λ Ήμ–΄λ₯Ό μ‹€ν–‰ν•˜μ—¬ μž¬μ„€μΉ˜ν•  수 μžˆμŠ΅λ‹ˆλ‹€: `pip install -U transformers==4.30.0`.

</Tip>

## μ˜€λ²„λ·°[[overview]]

Trajectory Transformer λͺ¨λΈμ€ Michael Janner, Qiyang Li, Sergey Levine이 μ œμ•ˆν•œ [ν•˜λ‚˜μ˜ μ»€λ‹€λž€ μ‹œν€€μŠ€ λͺ¨λΈλ§ λ¬Έμ œλ‘œμ„œμ˜ μ˜€ν”„λΌμΈ κ°•ν™”ν•™μŠ΅](https://arxiv.org/abs/2106.02039)λΌλŠ” λ…Όλ¬Έμ—μ„œ μ†Œκ°œλ˜μ—ˆμŠ΅λ‹ˆλ‹€.

ν•΄λ‹Ή λ…Όλ¬Έμ˜ μ΄ˆλ‘μž…λ‹ˆλ‹€:

*κ°•ν™”ν•™μŠ΅(RL)은 일반적으둜 마λ₯΄μ½”ν”„ 속성을 ν™œμš©ν•˜μ—¬ μ‹œκ°„μ— 따라 문제λ₯Ό μΈμˆ˜λΆ„ν•΄ν•˜λ©΄μ„œ 정적 μ •μ±…μ΄λ‚˜ 단일 단계 λͺ¨λΈμ„ μΆ”μ •ν•˜λŠ” 데 쀑점을 λ‘‘λ‹ˆλ‹€. ν•˜μ§€λ§Œ μš°λ¦¬λŠ” RL을 높은 보상 μ‹œν€€μŠ€λ‘œ μ΄μ–΄μ§€λŠ” 행동 μ‹œν€€μŠ€λ₯Ό μƒμ„±ν•˜λŠ” 것을 λͺ©ν‘œλ‘œ ν•˜λŠ” 일반적인 μ‹œν€€μŠ€ λͺ¨λΈλ§ 문제둜 λ³Ό μˆ˜λ„ μžˆμŠ΅λ‹ˆλ‹€. μ΄λŸ¬ν•œ κ΄€μ μ—μ„œ, μžμ—°μ–΄ μ²˜λ¦¬μ™€ 같은 λ‹€λ₯Έ λ„λ©”μΈμ—μ„œ 잘 μž‘λ™ν•˜λŠ” κ³ μš©λŸ‰ μ‹œν€€μŠ€ 예츑 λͺ¨λΈμ΄ RL λ¬Έμ œμ—λ„ 효과적인 해결책을 μ œκ³΅ν•  수 μžˆλŠ”μ§€ κ³ λ €ν•΄ λ³Ό λ§Œν•©λ‹ˆλ‹€. 이λ₯Ό μœ„ν•΄ μš°λ¦¬λŠ” RL을 μ‹œν€€μŠ€ λͺ¨λΈλ§μ˜ λ„κ΅¬λ‘œ μ–΄λ–»κ²Œ λ‹€λ£° 수 μžˆλŠ”μ§€ νƒκ΅¬ν•˜λ©°, 트랜슀포머 μ•„ν‚€ν…μ²˜λ₯Ό μ‚¬μš©ν•˜μ—¬ ꢀ적에 λŒ€ν•œ 뢄포λ₯Ό λͺ¨λΈλ§ν•˜κ³  λΉ” μ„œμΉ˜λ₯Ό κ³„νš μ•Œκ³ λ¦¬μ¦˜μœΌλ‘œ μž¬ν™œμš©ν•©λ‹ˆλ‹€. RL을 μ‹œν€€μŠ€ λͺ¨λΈλ§ 문제둜 ν”„λ ˆμž„ν™”ν•˜λ©΄ λ‹€μ–‘ν•œ 섀계 결정이 λ‹¨μˆœν™”λ˜μ–΄, μ˜€ν”„λΌμΈ RL μ•Œκ³ λ¦¬μ¦˜μ—μ„œ ν”νžˆ λ³Ό 수 μžˆλŠ” λ§Žμ€ ꡬ성 μš”μ†Œλ₯Ό μ œκ±°ν•  수 μžˆμŠ΅λ‹ˆλ‹€. μš°λ¦¬λŠ” 이 μ ‘κ·Ό λ°©μ‹μ˜ μœ μ—°μ„±μ„ μž₯κΈ° 동역학 예츑, λͺ¨λ°© ν•™μŠ΅, λͺ©ν‘œ 쑰건뢀 RL, μ˜€ν”„λΌμΈ RL에 걸쳐 μž…μ¦ν•©λ‹ˆλ‹€. 더 λ‚˜μ•„κ°€, 이 μ ‘κ·Ό 방식을 기쑴의 λͺ¨λΈ 프리 μ•Œκ³ λ¦¬μ¦˜κ³Ό κ²°ν•©ν•˜μ—¬ ν¬μ†Œ 보상, μž₯κΈ° κ³Όμ œμ—μ„œ μ΅œμ‹  κ³„νšκΈ°(planner)λ₯Ό 얻을 수 μžˆμŒμ„ λ³΄μ—¬μ€λ‹ˆλ‹€.*

이 λͺ¨λΈμ€ [CarlCochet](https://huggingface.co/CarlCochet)에 μ˜ν•΄ κΈ°μ—¬λ˜μ—ˆμŠ΅λ‹ˆλ‹€.
원본 μ½”λ“œλŠ” [이곳](https://github.com/jannerm/trajectory-transformer)μ—μ„œ 확인할 수 μžˆμŠ΅λ‹ˆλ‹€.

## μ‚¬μš©νŒ[[usage-tips]]

이 νŠΈλžœμŠ€ν¬λ¨ΈλŠ” 심측 κ°•ν™”ν•™μŠ΅μ— μ‚¬μš©λ©λ‹ˆλ‹€. μ‚¬μš©ν•˜λ €λ©΄ μ΄μ „μ˜ λͺ¨λ“  νƒ€μž„μŠ€ν…μ—μ„œμ˜ 행동, μƒνƒœ, λ³΄μƒμœΌλ‘œλΆ€ν„° μ‹œν€€μŠ€λ₯Ό 생성해야 ν•©λ‹ˆλ‹€. 이 λͺ¨λΈμ€ 이 λͺ¨λ“  μš”μ†Œλ₯Ό ν•¨κ»˜ ν•˜λ‚˜μ˜ 큰 μ‹œν€€μŠ€(ꢀ적)둜 μ·¨κΈ‰ν•©λ‹ˆλ‹€.

## TrajectoryTransformerConfig[[transformers.TrajectoryTransformerConfig]]

[[autodoc]] TrajectoryTransformerConfig

## TrajectoryTransformerModel[[transformers.TrajectoryTransformerModel]]

[[autodoc]] TrajectoryTransformerModel
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