dqn

Here are 1,042 public repositories matching this topic...

hermmanhender / eprllib

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.

dqn energyplus drl

Updated Jul 16, 2024
Jupyter Notebook

asieradzk / RL_Matrix

Sponsor

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Deep Reinforcement Learning in C#

machine-learning reinforcement-learning deep-learning dotnet deep-reinforcement-learning multi-agent multi-environment dqn cartpole reinforcement-learning-algorithms sac proximal-policy-optimization ppo reinforcement-learning-agent gail multi-agent-reinforcement-learning reinforcement-learning-environments soft-actor-critic gail-ppo

Updated Jul 16, 2024
C#

agi-brain / xuance

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XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

Updated Jul 16, 2024
Python

thu-ml / tianshou

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An elegant PyTorch deep reinforcement learning library.

pytorch dqn policy-gradient rl cql atari ddpg imitation-learning sac drl npg double-dqn trpo mujoco ppo a2c td3 bcq transferlab

Updated Jul 15, 2024
Python

Arseni1919 / GITHUB-STURCURED

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All my GitHub projects in one place.

simulator dqn marl dcop-mst

Updated Jul 15, 2024

WorldEditor50 / snakeAI

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testing MLP, DQN, PPO, SAC, policy-gradient by snake

reinforcement-learning lstm dqn policy-gradient sac ppo snakeai

Updated Jul 13, 2024
C++

Sarmadzandi / Deep-Reinforcement-Learning-based-Decision-Making-in-Autonomous-Driving-Tasks

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Deep Reinforcement Learning based Decision-Making in Autonomous Driving Tasks

deep-reinforcement-learning pytorch dqn gym autonomous-car autonomous-driving drl dqn-algorithm highway-env

Updated Jul 13, 2024
Jupyter Notebook

AI4Finance-Foundation / ElegantRL

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Massively Parallel Deep Reinforcement Learning. 🔥

lightweight reinforcement-learning gae efficient pytorch stable dqn ddpg sac per multiple-gpu ppo a2c td3 model-free-rl drl-pytorch bipedalwalkerhardcore

Updated Jul 11, 2024
Python

hishamcse / DRL-Renegades-Game-Bots

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A collection of my implemented RL agents for games like Pacman, Pong, SpaceInvaders, Frozenlake, Taxi, Pixelcopter, Pyramids and a lot more by implementing various DRL algorithms using gym, unity-ml, pygame, sb3, rl-zoo and pandagym libraries. To see more advanced & interesting agents, please visit below link:

deep-reinforcement-learning dqn gym policy-gradient atari ddpg multiagent-reinforcement-learning ppo a2c unity-ml-agents optuna stable-baselines3 panda-gym rl-zoo3 ddpgfd

Updated Jul 11, 2024
Jupyter Notebook

jparkington / SquiRtL

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Explores reinforcement learning and its core algorithms through a PyBoy-emulated instance of Pokémon Blue.

opencv data-science machine-learning pokemon reinforcement-learning computer-vision neural-network q-learning pytorch dqn pyboy game-emulation

Updated Jul 13, 2024
Python

tensorflow / agents

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TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

reinforcement-learning tensorflow dqn multi-armed-bandits bandits contextual-bandits rl-algorithms tf-agents

Updated Jul 8, 2024
Python

leolellisr / poke_RL

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Code repository with classical reinforcement learning and deep reinforcement learning methods for Pokémon battles in Pokémon Showdown.

game pokemon reinforcement-learning qlearning monte-carlo deep-reinforcement-learning dqn pokemon-showdown reinforce function-approximation double-dqn sarsa-lambda deep-rl ppo ppo2

Updated Jul 5, 2024
Jupyter Notebook

philtabor / ProtoRL

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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 Jul 4, 2024
Python

Starlight0798 / gymRL

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基于gym的pytorch深度强化学习(DRL)(PPO,PPG,DQN,SAC,DDPG,TD3等算法)

pytorch dqn gym rl ppo

Updated Jul 3, 2024
Python

ialexmp / DRL-Generalization

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Exploring Generalization in Deep Reinforcement Learning algorithms for different tasks using Gymnasium, Gymnasium-Robotics and MuJoCo

reinforcement-learning deep-learning deep-reinforcement-learning pytorch dqn gymnasium actor-critic generalization gym-environment proximal-policy-optimization pick-and-place ppo-pytorch control-tasks

Updated Jul 2, 2024
Python

songzhg / RLOP

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RLOP: A Framework for Reinforcement Learning, Optimization and Planning Algorithms

Updated Jul 1, 2024
C++

jianzhnie / deep-rl-toolkit

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RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC,A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....