Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

Reinforcement learning tutorials

OpenAI LunarLander-v2 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

OpenAI MountainCar-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Collection of my Reinforcement Learning (RL) practices including DQN, D3QN, and Adaptive Gamma, applied to the Lunar Lander and CartPole environments. 🚀🕹️

Lunar Lander envitoment of gymnasium solved using Double DQN and D3QN

A Complete Collection of Deep RL Famous Algorithms implemented in Gymnasium most Popular environments

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

OpenAI CartPole-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Code implementation and note of deep reinforcement learning. DQN、DDPG、D3QN、MADDPG、PPO

Lunar Lander envitoment of gymnasium solved using DQN and D3QN

This is a Deep Reinforcement Learning solution for the Lunar Lander problem in OpenAI Gym using dueling network architecture and the double DQN algorithm.

Reinforcement Learning Demo: DQN with D3QN and DDPG with TD3 PyTorch re-implementation on Atari and MuJoCo

Repository contains codes for the course CS780: Deep Reinforcement Learning

My first project (and also Bachelor's thesis project) on Deep Reinforcement Learning for Portfolio Optimization

Arkanoid with Deep Q-Learning using TensorFlow.js.