Reinforcement Learning
Trust Region and Proximal policy optimization (TRPO and PPO)

Trust Region and Proximal policy optimization (TRPO and PPO)

Trust Region policy optimization vs Proximal policy optimization
Jan 11, 2019 Reinforcement Learning
The idea behind Actor-Critics and how A2C and A3C improve them

The idea behind Actor-Critics and how A2C and A3C improve them

Actor critics, A2C, A3C
Nov 17, 2018 Reinforcement Learning
Unravel Policy Gradients and REINFORCE

Unravel Policy Gradients and REINFORCE

Explore Policy-based methods and dive into policy gradients
Nov 01, 2018 Reinforcement Learning
Q-targets, Double DQN and Dueling DQN

Q-targets, Double DQN and Dueling DQN

Fixed Q-targets, Double DQN, Dueling DQN, Prioritized Replay
Oct 14, 2018 Reinforcement Learning
Deep Q Learning and Deep Q Networks

Deep Q Learning and Deep Q Networks

Learn what Q Learning is and build a Deep Q Network to play games
Oct 01, 2018 Reinforcement Learning
The secrets behind Reinforcement Learning

The secrets behind Reinforcement Learning

The central idea behind reinforcement learning and an overview of its algorithms
Sep 23, 2018 Reinforcement Learning FNN
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