Deep Reinforcement Learning Hands-On: Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more by Maxim Lapan
Requirements: .ePUB reader, 12.0 MB
Overview: This practical guide will teach you how deep learning (DL) can be used to solve complex real-world problems.
Key Features
Explore deep reinforcement learning (RL), from the first principles to the latest algorithms
Evaluate high-profile RL methods, including value iteration, deep Q-networks, policy gradients, TRPO, PPO, DDPG, D4PG, evolution strategies and genetic algorithms
Keep up with the very latest industry developments, including AI-driven chatbots
Book Description
Recent developments in reinforcement learning (RL), combined with deep learning (DL), have seen unprecedented progress made towards training agents to solve complex problems in a human-like way. Google's use of algorithms to play and defeat the well-known Atari arcade games has propelled the field to prominence, and researchers are generating new ideas at a rapid pace.
Genre: Non-Fiction > Tech & Devices
Download Instructions:
https://dropgalaxy.vip/9wn2nv5s7eav
(Closed Filehost) https://cloudyfiles.org/cfm0j648k91g
Requirements: .ePUB reader, 12.0 MB
Overview: This practical guide will teach you how deep learning (DL) can be used to solve complex real-world problems.
Key Features
Explore deep reinforcement learning (RL), from the first principles to the latest algorithms
Evaluate high-profile RL methods, including value iteration, deep Q-networks, policy gradients, TRPO, PPO, DDPG, D4PG, evolution strategies and genetic algorithms
Keep up with the very latest industry developments, including AI-driven chatbots
Book Description
Recent developments in reinforcement learning (RL), combined with deep learning (DL), have seen unprecedented progress made towards training agents to solve complex problems in a human-like way. Google's use of algorithms to play and defeat the well-known Atari arcade games has propelled the field to prominence, and researchers are generating new ideas at a rapid pace.
Genre: Non-Fiction > Tech & Devices
Download Instructions:
https://dropgalaxy.vip/9wn2nv5s7eav
(Closed Filehost) https://cloudyfiles.org/cfm0j648k91g