Target Network

شبكة الهدف

نسخة منفصلة من شبكة Q تُجمَّد أوزانها لآلاف الخطوات ثم تُحدَّث دورياً من الشبكة الرئيسية، مما يُثبّت هدف الأمثَلَة ويمنع التشعّب الناجم عن ملاحقة هدف متحرك.

A separate copy of the Q-network whose weights are frozen for thousands of steps then periodically updated from the main network, stabilizing the optimization target and preventing divergence from chasing a moving target.

Also translated asالشبكة المُجمَّدة، شبكة الهدف المُثبّتة

First appears in this corpus in: Continuous Control with Deep Reinforcement Learning (2015)

Appears in these papers

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning2020 in the sky ✦
Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning2020 in the sky ✦
Conservative Q-Learning for Offline Reinforcement Learning2020 in the sky ✦
Continuous Control with Deep Reinforcement Learning2015 in the sky ✦
Continuous Control with Deep Reinforcement Learning2015 in the sky ✦
Deep Reinforcement Learning with Double Q-Learning2016 in the sky ✦
Deep Reinforcement Learning with Double Q-Learning2016 in the sky ✦
Human-Level Control Through Deep Reinforcement Learning2015 in the sky ✦
Human-Level Control Through Deep Reinforcement Learning2015 in the sky ✦
Mastering Diverse Domains Through World Models2023 in the sky ✦
Dueling Network Architectures for Deep Reinforcement Learning2016 in the sky ✦
Dueling Network Architectures for Deep Reinforcement Learning2016 in the sky ✦
QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation2018 in the sky ✦
QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation2018 in the sky ✦
Rainbow: Combining Improvements in Deep Reinforcement Learning2018 in the sky ✦
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor2018 in the sky ✦
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor2018 in the sky ✦
TD3: Addressing Function Approximation Error in Actor-Critic Methods2018 in the sky ✦
TD3: Addressing Function Approximation Error in Actor-Critic Methods2018 in the sky ✦