OpenAI LunarLander-v2 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
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Updated
Aug 11, 2021 - Python
OpenAI LunarLander-v2 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
A (very amateur) foreign exchange trading bot utilizing CNN + DQN.
Super Mario Bros training with Ray RLlib DQN algorithm
OpenAI MountainCar-v0 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.
Codes implementation of the paper "Deep reinforcement learning for minimizing tardiness in parallel machine scheduling with sequence dependent family setups"
In this repository there are the projects developed during the course of Advance Optimization-based Robot Control. The main topics are Task Space Inverse Dynamics (TSID), Differential Dynamic Programming (DDP) and Deep Q-Network (DQN).
a nearest frontier based DQN alg for robot exploration
A simple implementation of HFT (High-Frequency Trading) in Python on the concept of DQN for forex market
A DQN sample based on Keras or Tensorflow2.x using Maze env, which mainly take MorvanZhou's code for reference.
Solving MountainCar-v0 environment in Keras with Deep Q Learning an Deep Reinforcement Learning algorithm
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
Implementation of reinforcement learning algorithms in a cyber security simulation. Autonomous and Adaptive Systems (University of Bologna, Italy) course project.
Apply DQN model in reinforcement learning to build an AI model with the goal of mastering tic tac toe game.
Project code for my seminar paper
Obstacle avoidance with DQN Algorithm (Double DQN, Prioritized Experience Replay, Dueling Network Architectures, N-step Return, Soft TargetNet, Parallel computing...
OpenAI CartPole-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
Atari OpenAI Pong-v4 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
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