dqn-pytorch
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Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.
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Mar 29, 2023 - Python
A PyTorch library for building deep reinforcement learning agents.
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Mar 17, 2024 - Python
PyTorch implementations of algorithms from "Reinforcement Learning: An Introduction by Sutton and Barto", along with various RL research papers.
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Aug 14, 2025 - Python
DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow, and DRQN
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Dec 18, 2020 - Jupyter Notebook
Deep Q-Learning (DQN) implementation for Atari pong.
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Nov 22, 2022 - Python
A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".
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Mar 24, 2023 - Python
A Torch Based RL Framework for Rapid Prototyping of Research Papers
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Jul 17, 2025 - Python
Graph-based Deep Q Network for Web Navigation
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Jul 8, 2019 - Python
SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control
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Feb 18, 2022 - Jupyter Notebook
Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme
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Feb 21, 2021 - Jupyter Notebook
This code is the result of the collaboration of RL Turkey team.
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Feb 21, 2024 - Python
Multi-agent reinforcement learning framework
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Aug 13, 2020 - Python
PyTorch implementation of the state-of-the-art distributional reinforcement learning algorithm Fully Parameterized Quantile Function (FQF) and Extensions: N-step Bootstrapping, PER, Noisy Layer, Dueling Networks, and parallelization.
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Oct 10, 2020 - Jupyter Notebook
Reinforcement Learning for Optimal inventory policy
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Oct 23, 2021 - Python
Solving Atari Pong Game w/ Duel Double DQN in Pytorch
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Sep 19, 2020 - Jupyter Notebook
Implementation of Deep Reinforcement Learning algorithms in the Unity game engine.
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Nov 23, 2020 - Jupyter Notebook
Reinforcement Learning - Implementation of Exercises, algorithms from the book Sutton Barto and David silver's RL course in Python, OpenAI Gym.
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May 3, 2020 - Jupyter Notebook
PyTorch agents and tools for (Deep) Reinforcement Learning
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Jan 3, 2025 - Python
Grid-scale li-ion battery optimisation for wholesale market arbitrage, using pytorch implementation of dqn, double dueling dqn and a noisy network dqn.
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Nov 26, 2022 - Python
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