Code for "Spinning Up a Pong AI With Deep RL" on FloydHub.

Pong AI trained using policy gradient-based reinforcement learning

Deep Reinforcement Learning Policy Gradients Method - Pong game - Keras

A reimplementation of Andrej Karpathy's repository for an RL self-learning AI agent that learns to play Pong through trial and error, using PyTorch

Reinforcement Learning with Pong in the Browser via TensorFlow.js

Code for an intro to RL workshop. You'll be training a simple agent to play pong using policy gradients. Adapted from http://karpathy.github.io/2016/05/31/rl/

Pong Game problem solving using RL - Policy Gradient with OpenAI Gym Framework and Tensorflow

In this project, I explore some typical value-based and policy-based RL algorithms. I do experiments on DQN and its six variants and their combination in Atari environments Pong and Boxing. I also do some experiments on SAC with DDPG as baseline on three MuJoCo environments Hopper-v2, Ant-v2, and HalfCheetah-v2.

RL Agent for Atari Game Pong

Atari OpenAI Pong-v4 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

A collection of my implemented RL agents for games like Pacman, Pong, SpaceInvaders, Frozenlake, Taxi, Pixelcopter, Pyramids and a lot more by implementing various DRL algorithms using gym, unity-ml, pygame, sb3, rl-zoo and pandagym libraries. To see more advanced & interesting agents, please visit below link:

Playing pong using deep reinforcement learning

For NumPy.org: How to implement a policy gradients deep reinforcement learning agent from scratch and train it to play Pong using screen pixels. Without an autodiff library.

No description available

This repo implements a DQN RL agent on the roboschool Pong environment using PyTorch.

Deep Reinforcement Learning bot playing Pong game.

Training material - An RL playground to test Karpathy's great tutorial on Policy Gradients.

Deep RL Agent using Proximal Policy Optimization for solving the Pong game.

IIT Hyd CS5500 - Reinforcement Learning - RL Algorithms like DQN, Policy Gradients, DDPG on games like Mountain Car , Pong, Lunar Lander etc

Autonomous agent for the Atari game Pong - Reinforcement Learning :robot:

No description available

policy gradient（reinforce）

No description available

teach ai to play pong with deep reinforcement learning

Tackling Atari 2600 game Pong with Reinforcement Learning by utilizing DQN and TF-Agents

Deep Q-Network implementation on PyTorch for Atari Pong game

keras-rl for pong

Reinforcement learning algos applied to the Pong game.

RL for Pong using pytorch

Computer Science Final Project: Reinforcement Learning On Atari Pong