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dqn-pytorch

Here are 108 public repositories matching this topic...

Lizhi-sjtu / DRL-code-pytorch

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

reinforcement-learning pytorch rainbow-dqn dqn-pytorch ddpg-pytorch ppo-pytorch sac-pytorch ppo-gru ppo-lstm td3-pytorch

Updated Mar 29, 2023
Python

cpnota / autonomous-learning-library

A PyTorch library for building deep reinforcement learning agents.

reinforcement-learning deep-reinforcement-learning dqn reinforcement-learning-algorithms ddpg sac deep-q-learning deep-deterministic-policy-gradient proximal-policy-optimization ppo advantage-actor-critic a2c soft-actor-critic dqn-pytorch

Updated Mar 17, 2024
Python

aksub99 / MolDQN-pytorch

A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".

python machine-learning reinforcement-learning deep-learning chemistry molecule pytorch drug-discovery materials-science materials-informatics pytorch-rl pytorch-implementation dqn-pytorch inverse-design

Updated Mar 24, 2023
Python

KaleabTessera / DQN-Atari

Deep Q-Learning (DQN) implementation for Atari pong.

machine-learning reinforcement-learning pong pytorch dqn atari dqn-pytorch

Updated Nov 22, 2022
Python

philtabor / ProtoRL

A Torch Based RL Framework for Rapid Prototyping of Research Papers

dqn ddpg sac actor-critic dueling-network-architecture dueling-dqn proximal-policy-optimization ppo prioritized-experience-replay td3 soft-actor-critic dqn-pytorch dueling-ddqn ddpg-pytorch dueling-dqn-pytorch ppo-pytorch sac-pytorch td3-pytorch twin-delayed-policy-gradient

Updated Oct 29, 2024
Python

Sheng-J / DOM-Q-NET

Graph-based Deep Q Network for Web Navigation

reinforcement-learning qlearning rl graph-based-learning graph-neural-networks rainbow-dqn dqn-pytorch

Updated Jul 8, 2019
Python

rushhan / Generative-Adversarial-User-Model-for-Reinforcement-Learning-Based-Recommendation-System-Pytorch

reinforcement-learning pytorch generative-adversarial-network gan dqn recommendation-system recommender-system pytorch-implementation dqn-pytorch position-weight-matrix cascading-dqn

Updated Nov 16, 2022
Python

blavad / marl

Multi-agent reinforcement learning framework

qlearning deep-reinforcement-learning actor-critic multi-agent-reinforcement-learning marl dqn-pytorch ddpg-pytorch

Updated Aug 13, 2020
Python

batuhan3526 / AirSim-PyTorch-Drone-DDQN-Agent

This code is the result of the collaboration of RL Turkey team.

reinforcement-learning drone dqn rl autonomous-driving autonomous-vehicles ddqn airsim pytorch-rl airsim-simulator dqn-pytorch ddqn-pyotrch

Updated Feb 21, 2024
Python

laszukdawid / ai-traineree

PyTorch agents and tools for (Deep) Reinforcement Learning

reinforcement-learning rainbow deep pytorch agents ddpg artificial-intelligence-algorithms ppo multi-agents dqn-pytorch

Updated Feb 18, 2022
Python

kishorkukreja / SupplyChainv0_gym

Reinforcement Learning for Optimal inventory policy

python deep-learning network policy inventory-management optimal-control ppo supplychain reinforcementlearning dqn-pytorch

Updated Oct 23, 2021
Python

Desny / traffic_light_rl

Integrate AutoRL into DQN to implement a single traffic signal control system.

sumo dqn-pytorch traffic-signal-control autorl

Updated Nov 16, 2023
Python

iewug / Atari-DQN

PyTorch implementation of DQN, DDQN and Dueling DQN to solve Atari games including PongNoFrameskip-v4, BreakoutNoFrameskip-v4 and BoxingNoFrameskip-v4

atari dqn-pytorch

Updated Jun 1, 2023
Python

RichardFindlay / battery-optimisation-with-drl

Grid-scale li-ion battery optimisation for wholesale market arbitrage, using pytorch implementation of dqn, double dueling dqn and a noisy network dqn.

trading optimization deep-reinforcement-learning interactive-visualizations renewable-energy dqn-pytorch lithium-ion-batteries

Updated Nov 26, 2022
Python

rvdweerd / simmodel

Solving pursuit-evasion problems on graphs using Reinfocement Learning and GNNs

reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms lstm-neural-networks pomdp pursuit-evasion graph-neural-networks graph-representation-learning pytorch-geometric dqn-pytorch ppo-pytorch partial-observability gnn-algorithm

Updated Oct 12, 2022
Python

PyTorch-PDQN-for-Digital-Twin-ACS

jiaxiang-cheng / PyTorch-PDQN-for-Digital-Twin-ACS

PyTorch implementation of RIC for conveyor systems with Deep Q-Networks (DQN) and Profit-Sharing (PS). Wang, T., Cheng, J., Yang, Y., Esposito, C., Snoussi, H., & Tao, F. (2020). Adaptive Optimization Method in Digital Twin Conveyor Systems via Range-Inspection Control. IEEE Transactions on Automation Science and Engineering.

control deep-reinforcement-learning q-learning pytorch dqn control-systems conveyor-belt digital-twin pytorch-implementation dqn-pytorch

Updated Jul 5, 2022
Python

moabitcoin / cherry-pytorch

Reinforcement Learning Tutorials & other bedtime stories in PyTorch

reinforcement-learning deep-learning deep-reinforcement-learning pytorch atari vizdoom agents pytorch-tutorial dqn-pytorch vpg ddpg-pytorch ddqn-pyotrch

Updated Feb 25, 2020
Python

ekorudiawan / DQN-robot-arm

Deep Q learning algorithm written on PyTorch for solving 2D robot arm reacher

dqn gym robot-arm deep-q-network deep-q-learning dqn-pytorch

Updated Feb 19, 2020
Python

davide97l / Rainbow

Implementation and evaluation of the RL algorithm Rainbow to learn to play Atari games.

atari-games dueling-dqn categorical-dqn prioritized-experience-replay cartpole-v0 rainbow-dqn dqn-pytorch ddqn-pyotrch noisy-dqn

Updated Aug 19, 2020
Python

Amirarsalan-sn / Lunar-Lander

Lunar Lander envitoment of gymnasium solved using Double DQN and D3QN

python machine-learning reinforcement-learning pytorch dqn reinforcement-learning-algorithms gymnasium double-dqn d3qn reinforcement-learning-environments dqn-pytorch dueling-ddqn gymnasium-environment

Updated Jun 10, 2024
Python

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