dqn-pytorch

There are 2 repositories under dqn-pytorch topic.

Lizhi-sjtu / DRL-code-pytorch
Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.
ddpg-pytorch dqn-pytorch ppo-gru ppo-lstm ppo-pytorch pytorch rainbow-dqn reinforcement-learning sac-pytorch td3-pytorch
Language:Python 947
cpnota / autonomous-learning-library
A PyTorch library for building deep reinforcement learning agents.
reinforcement-learning reinforcement-learning-algorithms deep-reinforcement-learning soft-actor-critic proximal-policy-optimization deep-q-learning advantage-actor-critic deep-deterministic-policy-gradient sac a2c ddpg ppo dqn dqn-pytorch
Language:Python 642
BY571 / DQN-Atari-Agents
DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow, and DRQN
dqn-pytorch ddqn-pyotrch dueling-dqn-pytorch noisy-dqn c51 reinforcement-learning-algorithms reinforcement-learning-agent atari openai deep-reinforcement-learning drqn rainbow prioritized-experience-replay multi-step-dqn n-step-dqn multi-environment multiprocessing parallel-computing
Language:Jupyter Notebook 119
aksub99 / MolDQN-pytorch
A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".
pytorch pytorch-implementation pytorch-rl reinforcement-learning dqn-pytorch deep-learning drug-discovery materials-informatics molecule inverse-design chemistry materials-science python machine-learning
Language:Python 72
KaleabTessera / DQN-Atari
Deep Q-Learning (DQN) implementation for Atari pong.
reinforcement-learning dqn dqn-pytorch machine-learning pytorch atari pong
Language:Python 68
Sheng-J / DOM-Q-NET
Graph-based Deep Q Network for Web Navigation
reinforcement-learning graph-neural-networks qlearning dqn-pytorch rainbow-dqn graph-based-learning rl
Language:Python 46
philtabor / ProtoRL
A Torch Based RL Framework for Rapid Prototyping of Research Papers
actor-critic ddpg ddpg-pytorch dqn dqn-pytorch dueling-ddqn dueling-dqn dueling-dqn-pytorch dueling-network-architecture prioritized-experience-replay sac sac-pytorch soft-actor-critic td3 td3-pytorch twin-delayed-policy-gradient ppo ppo-pytorch proximal-policy-optimization
Language:Python 42
rushhan / Generative-Adversarial-User-Model-for-Reinforcement-Learning-Based-Recommendation-System-Pytorch
gan generative-adversarial-network reinforcement-learning recommendation-system recommender-system pytorch pytorch-implementation position-weight-matrix cascading-dqn dqn dqn-pytorch
Language:Python 40
josiahls / fast-reinforcement-learning
Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme
fastai reinforcement-learning dqn agents learner fastai-library pytorch openai ddpg-agent gyms ddpg dqn-pytorch
Language:Jupyter Notebook 38
GangSuUGA / StageLight
SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control
sumo pytorch deep-reinforcement-learning drl-pytorch traffic-signal-control rainbow dqn-pytorch stagelight
Language:Jupyter Notebook 28
blavad / marl
Multi-agent reinforcement learning framework
actor-critic ddpg-pytorch deep-reinforcement-learning dqn-pytorch marl multi-agent-reinforcement-learning qlearning
Language:Python 26
BY571 / FQF-and-Extensions
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.
fqf quantile-functions distributional-rl reinforcement-learning reinforcement-learning-algorithms dqn-pytorch pytorch prioritized-experience-replay noisy-layer dueling-network-architecture nstep-bootstrapping multiprocessing parallel-processing multi-environment
Language:Jupyter Notebook 26
laszukdawid / ai-traineree
PyTorch agents and tools for (Deep) Reinforcement Learning
ppo reinforcement-learning artificial-intelligence-algorithms agents ddpg rainbow dqn-pytorch pytorch multi-agents deep
Language:Python 25
makaveli10 / reinforcementLearning
Reinforcement Learning - Implementation of Exercises, algorithms from the book Sutton Barto and David silver's RL course in Python, OpenAI Gym.
reinforcement-learning sutton-gambler sutton-gridworld monte-carlo-methods td-learning machine-learning david-silver-course model-free-rl dynamic-programming random-walk sarsa n-step-sarsa n-step-bootstrapping q-learning-vs-sarsa q-learning experience-replay dqn dqn-pytorch double-dqn prioritized-experience-replay
Language:Jupyter Notebook 25
batuhan3526 / AirSim-PyTorch-Drone-DDQN-Agent
This code is the result of the collaboration of RL Turkey team.
airsim airsim-simulator ddqn ddqn-pyotrch drone rl autonomous-vehicles reinforcement-learning autonomous-driving dqn dqn-pytorch pytorch-rl
Language:Python 24
bhctsntrk / OpenAIPong-DQN
Solving Atari Pong Game w/ Duel Double DQN in Pytorch
reinforcement-learning dqn-pytorch python3 pytorch
Language:Jupyter Notebook 24
kishorkukreja / SupplyChainv0_gym
Reinforcement Learning for Optimal inventory policy
reinforcementlearning inventory-management supplychain python network optimal-control policy ppo deep-learning dqn-pytorch
Language:Python 21
QasimWani / RL-Unity
Implementation of Deep Reinforcement Learning algorithms in the Unity game engine.
unity drl dqn-pytorch ddpg pytorch python3 prioritized-experience-replay td3 multi-agent-reinforcement-learning
Language:Jupyter Notebook 18
Desny / traffic_light_rl
Integrate AutoRL into DQN to implement a single traffic signal control system.
traffic-signal-control autorl dqn-pytorch sumo
Language:Python 14
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
Language:Python 14
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.
deep-reinforcement-learning dqn-pytorch interactive-visualizations lithium-ion-batteries optimization renewable-energy trading
Language:Python 13
rvdweerd / simmodel
Solving pursuit-evasion problems on graphs using Reinfocement Learning and GNNs
reinforcement-learning ppo-pytorch dqn-pytorch gnn-algorithm pursuit-evasion deep-reinforcement-learning lstm-neural-networks partial-observability pomdp pytorch-geometric reinforcement-learning-algorithms graph-neural-networks graph-representation-learning
Language:Python 13
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.
dqn dqn-pytorch conveyor-belt digital-twin control control-systems deep-reinforcement-learning q-learning pytorch pytorch-implementation
Language:Python 12
ekorudiawan / DQN-robot-arm
Deep Q learning algorithm written on PyTorch for solving 2D robot arm reacher
dqn dqn-pytorch deep-q-network deep-q-learning robot-arm gym
Language:Python 11
moabitcoin / cherry-pytorch
Reinforcement Learning Tutorials & other bedtime stories in PyTorch
deep-learning reinforcement-learning pytorch pytorch-tutorial deep-reinforcement-learning vizdoom agents atari dqn-pytorch ddqn-pyotrch vpg ddpg-pytorch
Language:Python 11
french-ai / reinforcement
Reinforcement learning modular with pytorch
reinforcement-learning pytorch gym agent dqn dqn-pytorch tensorboard dueling-dqn double-dqn
Language:Jupyter Notebook 10
davide97l / Rainbow
Implementation and evaluation of the RL algorithm Rainbow to learn to play Atari games.
rainbow-dqn cartpole-v0 atari-games dqn-pytorch ddqn-pyotrch prioritized-experience-replay categorical-dqn dueling-dqn noisy-dqn
Language:Python 9
mayankiitg / TrafficLight-RL
Control Traffic lights intelligently with Reinforcement Learning!
reinforcement-learning dqn dqn-pytorch ddqn replay-buffer openai-gym-environment openai-baselines
Language:Jupyter Notebook 9
Spinkoo / Matlab2TorchRL
This project is a pipeline that connects a Matlab simulation (Simulink) to an OpenAI Gym wrapper for PyTorch Reinforcement Learning using the DQN algorithm.
matlab-simulink python pytorch reinforcement-learning torchrl gym openai dqn-pytorch matlab
Language:MATLAB 9
jk96491 / Unity-ML-Agents
Unity 강화학습 알고리즘 및 게임 환경을 제공합니다.
unity3d ml-agents dqn-pytorch dqn a2c
Language:ASP.NET 8
wegfawefgawefg / wegs-drl-baselines
Minimum viable reinforcement learning algorithms for your educational convenience.
reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-agent openai-gym ppo-pytorch ppo pytorch dqn dqn-pytorch actor-critic rainbow-dqn dueling-dqn machine-learning neural-networks deep-reinforcement-learning td3 noisy-dqn world-models world-models-rl
Language:Python 8
foersterrobert / DQpoNg
Use the movements of your thumb to play Pong against a pre-trained Double-DQN-Agent. I used Google-Colab for training the pyTorch model and created the Pong environment with Pygame.
pytorch dqn dqn-pytorch pong atari
Language:Jupyter Notebook 7
Kreyparion / Harvest-Competition-Agents
My solution to the Harvest Competition
branch-and-bound dqn-pytorch reinforce
Language:Python 7
nicoleorzan / emergent-communication
Studying emergent communication among agents in cooperative and competitive environments using Reinforcement Learning, game theory and replicator dynamics
marl reinforcement-learning dqn-pytorch emergent-communication signaling-games naming-game replicator-dynamic
Language:Jupyter Notebook 7
DPS0340 / DQNDemo
Deep Q-Learning from Demonstrations implementation using Pytorch & OpenAI Gym
reinforcement-learning dqn dqn-pytorch openai-gym hacktoberfest
Language:Python 6
dqn_experiments
RishabhMalviya / dqn_experiments
Experimenting with PyTorch DQNs on various environments
dqn pytorch dqn-pytorch reinforcement-learning deep-reinforcement-learning
Language:Python 6

dqn-pytorch

Lizhi-sjtu / DRL-code-pytorch

cpnota / autonomous-learning-library

BY571 / DQN-Atari-Agents

aksub99 / MolDQN-pytorch

KaleabTessera / DQN-Atari

Sheng-J / DOM-Q-NET

philtabor / ProtoRL

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

josiahls / fast-reinforcement-learning

GangSuUGA / StageLight

blavad / marl

BY571 / FQF-and-Extensions

laszukdawid / ai-traineree

makaveli10 / reinforcementLearning

batuhan3526 / AirSim-PyTorch-Drone-DDQN-Agent

bhctsntrk / OpenAIPong-DQN

kishorkukreja / SupplyChainv0_gym

QasimWani / RL-Unity

Desny / traffic_light_rl

iewug / Atari-DQN

RichardFindlay / battery-optimisation-with-drl

rvdweerd / simmodel

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

ekorudiawan / DQN-robot-arm

moabitcoin / cherry-pytorch

french-ai / reinforcement

davide97l / Rainbow

mayankiitg / TrafficLight-RL

Spinkoo / Matlab2TorchRL

jk96491 / Unity-ML-Agents

wegfawefgawefg / wegs-drl-baselines

foersterrobert / DQpoNg

Kreyparion / Harvest-Competition-Agents

nicoleorzan / emergent-communication

DPS0340 / DQNDemo

RishabhMalviya / dqn_experiments