dqn
Here are 1,028 public repositories matching this topic...
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
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May 29, 2024 - Python
RL-based agent for playing Atari Pong
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May 26, 2024 - Python
repo for learning reinforcement learning from scratch
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May 25, 2024 - Python
Massively Parallel Deep Reinforcement Learning. 🔥
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May 25, 2024 - Python
This project involves creating a custom Blackjack environment and training an AI using reinforcement learning techniques, specifically Proximal Policy Optimization (PPO) and Deep Q-Network (DQN). The goal is to teach the AI to play Blackjack and achieve the best possible win rate.
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May 24, 2024 - Python
testing MLP, DQN, PPO, SAC, policy-gradient by snake
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May 24, 2024 - C++
A reinforcement learning object detector leveraging saliency ranking, offering a self-explainable system with a fully observable action log. | B.Sc. IT (Hons) Artificial Intelligence Dissertation
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May 24, 2024 - Jupyter Notebook
Python library for Reinforcement Learning.
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May 28, 2024 - Python
An elegant PyTorch deep reinforcement learning library.
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May 23, 2024 - Python
Reinforcement Learning project using the famous Cart-Pole environment from Gym (OpenAI), Tensorflow, Keras, and Keras-RL
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May 23, 2024 - Jupyter Notebook
Deep Q-Network on the Atari Game Ms-Pacman
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May 23, 2024 - Python
MARL explores cooperation & competition in gridworlds. Batman & Robin team up (DQN, CQL, MAD-DQN, REINFORCE). Adversaries use MADDPG with CLDE for strategy.
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May 22, 2024 - Jupyter Notebook
Code repository with classical reinforcement learning and deep reinforcement learning methods for Pokémon battles in Pokémon Showdown.
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May 21, 2024 - Jupyter Notebook
Reinforcement learning on 2D video game
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May 21, 2024 - Jupyter Notebook
📚 List of Top-tier Conference Papers on Reinforcement Learning (RL),including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.
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May 21, 2024
Repository that houses the program used to investigate the control of subsystems in homes based on a DRL model. The program uses the EnergyPlus Python API and Ray's Tune and RLlib libraries.
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May 24, 2024 - Jupyter Notebook
A Torch Based RL Framework for Rapid Prototyping of Research Papers
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May 20, 2024 - Python
This repository explores the application of three reinforcement learning algorithms—Deep Q-Networks (DQN), Double Deep Q-Networks (DDQN), and Proximal Policy Optimization (PPO)—for playing Super Mario Bros using the OpenAI Gym and nes-py emulator. It includes a comparative analysis of these models.
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May 18, 2024 - Jupyter Notebook
Optimize traffic flow at intersections with a Deep Q-Learning agent. Utilizes reinforcement learning to control traffic signals efficiently.
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May 16, 2024 - Python
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