Deep Reinforcement Learning Hands-On
portes grátis
Deep Reinforcement Learning Hands-On
A practical and easy-to-follow guide to RL from Q-learning and DQNs to PPO and RLHF
Lapan, Maxim
Packt Publishing Limited
11/2024
776
Mole
9781835882702
Pré-lançamento - envio 15 a 20 dias após a sua edição
Descrição não disponível.
Table of Contents
What Is Reinforcement Learning?
OpenAI Gym
Deep Learning with PyTorch
The Cross-Entropy Method
Tabular Learning and the Bellman Equation
Deep Q-Networks
Higher-Level RL Libraries
DQN Extensions
Ways to Speed up RL
Stocks Trading Using RL
Policy Gradients - an Alternative
Actor-Critic Methods - A2C and A3C
The TextWorld Environment
Web Navigation
Continuous Action Space
Trust Regions - PPO, TRPO, ACKTR, and SAC
Black-Box Optimization in RL
Advanced Exploration
RL with Human Feedback
MuZero
RL in Discrete Optimization
Multi-agent RL
RL in Robotics
What Is Reinforcement Learning?
OpenAI Gym
Deep Learning with PyTorch
The Cross-Entropy Method
Tabular Learning and the Bellman Equation
Deep Q-Networks
Higher-Level RL Libraries
DQN Extensions
Ways to Speed up RL
Stocks Trading Using RL
Policy Gradients - an Alternative
Actor-Critic Methods - A2C and A3C
The TextWorld Environment
Web Navigation
Continuous Action Space
Trust Regions - PPO, TRPO, ACKTR, and SAC
Black-Box Optimization in RL
Advanced Exploration
RL with Human Feedback
MuZero
RL in Discrete Optimization
Multi-agent RL
RL in Robotics
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Table of Contents
What Is Reinforcement Learning?
OpenAI Gym
Deep Learning with PyTorch
The Cross-Entropy Method
Tabular Learning and the Bellman Equation
Deep Q-Networks
Higher-Level RL Libraries
DQN Extensions
Ways to Speed up RL
Stocks Trading Using RL
Policy Gradients - an Alternative
Actor-Critic Methods - A2C and A3C
The TextWorld Environment
Web Navigation
Continuous Action Space
Trust Regions - PPO, TRPO, ACKTR, and SAC
Black-Box Optimization in RL
Advanced Exploration
RL with Human Feedback
MuZero
RL in Discrete Optimization
Multi-agent RL
RL in Robotics
What Is Reinforcement Learning?
OpenAI Gym
Deep Learning with PyTorch
The Cross-Entropy Method
Tabular Learning and the Bellman Equation
Deep Q-Networks
Higher-Level RL Libraries
DQN Extensions
Ways to Speed up RL
Stocks Trading Using RL
Policy Gradients - an Alternative
Actor-Critic Methods - A2C and A3C
The TextWorld Environment
Web Navigation
Continuous Action Space
Trust Regions - PPO, TRPO, ACKTR, and SAC
Black-Box Optimization in RL
Advanced Exploration
RL with Human Feedback
MuZero
RL in Discrete Optimization
Multi-agent RL
RL in Robotics
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
