A (very amateur) foreign exchange trading bot utilizing CNN + DQN.
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Updated
Nov 25, 2019 - Python
A (very amateur) foreign exchange trading bot utilizing CNN + DQN.
OpenAI LunarLander-v2 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
An implementation of an Autonomous Vehicle Agent in CARLA simulator, using TF-Agents
Created an DQN AI Agent which chooses to sell, buy, or keep stocks from various companies.
Course work of Reinforcement-Learning-CS6700
Apply DQN model in reinforcement learning to build an AI model with the goal of mastering tic tac toe game.
a nearest frontier based DQN alg for robot exploration
A DQN sample based on Keras or Tensorflow2.x using Maze env, which mainly take MorvanZhou's code for reference.
Reinforcement Learning to manage the Logistics and resources of a warehouse.
This repository focuses on anomaly detection with Reinforcement Learning. DQNs are used to approximate the value function for anomalies on timeseries. The repository is part of my Master Thesis in Computer Science
Codes implementation of the paper "Deep reinforcement learning for minimizing tardiness in parallel machine scheduling with sequence dependent family setups"
Tensorflow based DQN and PyTorch based DDQN Agent for 'MountainCar-v0' openai-gym environment.
Solving MountainCar-v0 environment in Keras with Deep Q Learning an Deep Reinforcement Learning algorithm
Atari OpenAI Pong-v4 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
Population Based Training of neural networks for multiagent environments
本项目是用Python编写的AI小游戏,是作者实现用AI玩Flappy Bird小游戏的小项目,当然为了便于AI训练,该游戏进行了一定的简化处理,没有添加开始游戏等其他界面。本文使用的AI算法是基于TensorFlow框架的Nature DQN算法。
Reinforcement Learning (RL DQN) / Atari Acrobot, Breakout, and Space Invaders.
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