Reinforce Adventure

This Repository contains my implementation of popular algorithms on popular environments.

Repository contains code for -

Inverted Pendulum Problem

• DDPG ( Deep Deterministic Policy Gradient ) Also on official keras-examples

Cartpole Problem

• Actor-Critic
• Monte Carlo Method
• PPO ( Proximal Policy Optimization )
• Q-Learning with Neural Net
• Vanilla Policy Gradient

Lunar Lander

• Actor-Critic

Mountain Car

• Q-Learning with Neural Net

Slot Machine Bandit problem

• E-greedy & Thompson Sampling