Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

Tensorflow implementation of Deepminds dqn with double dueling networks

Tensorflow implementation of deep Q networks in paper 'Playing Atari with Deep Reinforcement Learning'

Simplest Version of playing Atari with Deep Q Learning in Tensorflow

DQN implementation in Keras + TensorFlow + OpenAI Gym

Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.

Reinforcement Learning | tensorflow implementation of DQN, Dueling DQN and Double DQN performed on Atari Breakout

Train a DQN Agent to play CarRacing 2d using TensorFlow and Keras.

The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, SAC, and support for both TensorFlow and PyTorch.

Tensorflow + OpenAI Gym implementation of Deep Q-Network (DQN), Double DQN (DDQN), Dueling Network and Deep Deterministic Policy Gradient (DDPG)

Falling Balls + DQN, Matter.js + TensorFlow.js

A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)

DQN implementation in Keras + TensorFlow + OpenAI Gym

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

TensorFlow & Keras implementation of DQN with HER (Hindsight Experience Replay)

My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RND with PPO) in Tensorflow.

Tensorflow DQN and DRQN agent playing doom

A TensorFlow implementation for a downlink NOMA resource-allocation problem: optimizing transmit power to maximize sum rate using DQN (Caveats! Dirty Code!!)

An implementation of an Autonomous Vehicle Agent in CARLA simulator, using TF-Agents

A (very amateur) foreign exchange trading bot utilizing CNN + DQN.

A collection of Deep Reinforcement Learning algorithms implemented in tensorflow. Very extensible. High performing DQN implementation.

Codes implementation of the paper "Deep reinforcement learning for minimizing tardiness in parallel machine scheduling with sequence dependent family setups"

A Reinforcement Learning agent to perform overtaking action using Double DQN based CNNs which takes images as input built using TensorFlow.

Created an DQN AI Agent which chooses to sell, buy, or keep stocks from various companies.

Deep Q Network implements by Tensorflow

Super Mario Bros training with Ray RLlib DQN algorithm

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