drl-pytorch

There are 19 repositories under drl-pytorch topic.

  • AI4Finance-Foundation/ElegantRL

    Massively Parallel Deep Reinforcement Learning. 🔥

    Language:Python4k51270891

  • zhaohaojie1998/DRL-for-Path-Planning

    深度强化学习路径规划, SAC-Auto路径规划, Soft Actor-Critic算法, SAC-pytorch，激光雷达Lidar避障，激光雷达仿真模拟，Adaptive-SAC

    Language:Python32831329
  • DRL-robot-navigation-IR-SIM

    reiniscimurs/DRL-robot-navigation-IR-SIM

    Deep Reinforcement Learning for mobile robot navigation in IR-SIM simulation. Using DRL (SAC, TD3, PPO, DDPG) neural networks, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

    Language:Python1232115

  • Barry2333/DRL_Navigation

    Robot navigation using deep reinforcement learning

    Language:Python60133

  • GangSuUGA/StageLight

    SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control

    Language:Jupyter Notebook38055

  • MehdiShahbazi/DQN-Frozenlake-Gymnasium

    This repo implements Deep Q-Network (DQN) for solving the Frozenlake-v1 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 in both 4x4 and 8x8 map sizes.

    Language:Python17102

  • Livioni/DRL_algorithms

    记录一些DRL算法实现

    Language:Python7110

  • MehdiShahbazi/DQN-Cliff-Walking-Gymnasium

    This repo implements Deep Q-Network (DQN) for solving the Cliff Walking v0 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 with the finest tuning.

    Language:Python6100

  • MehdiShahbazi/DQN-Mountain-Car-Gymnasium

    This repo implements Deep Q-Network (DQN) for solving the Mountain Car v0 environment (discrete version) of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 with a custom reward function for faster convergence.

    Language:Python6100

  • RoyElkabetz/SAC_with_PyTorch

    This repo contains the Deep Reinforcement Learning algorithm Soft Actor Critic (SAC) implementation in PyTorch

    Language:Jupyter Notebook6102

  • ashutoshtiwari13/Hands-on-DeepRL-and-DL

    Hosts my major and mini Deep Reinforcement learning 👨‍💻and Deep Learning projects 🔝

    4100

  • dev0Guy/amgu

    🚦 Traffic Management System 🚏 With Deep Reinforcement Learning 🚗

    Language:Python42221

  • Rashadows/DRL-for-ORAN-Resource-Allocation

    Performance evaluation of several DRL algorithms in a discrete action-space for resource allocation in Open RAN

    Language:Python2100

  • MickyasTA/Duckiebot_From-SIM-to-Real

    Develop and implement reinforcement learning for real-world navigation in DuckieTown, optimizing performance and resilience for reliable autonomous movement, backed by interpretable decision-making tools.

    Language:Python1100

  • SarthakRout/penalty-shot-project

    Multi-Agent DRL task analysed as a part of a course project for CS698R-21, IITK

    Language:Python1100

  • MehdiShahbazi/REINFORCE-Cart-Pole-Gymnasium

    This repo implements the REINFORCE algorithm for solving the Cart Pole V1 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1.

    Language:Python0102

  • MKBasaran/ml-agents

    Multi-agent reinforcement learning in Unity’s Soccer Twos environment using POCA. Features enhanced observation memory, custom reward shaping, and optimized training configurations. Analyzes ELO performance, computational efficiency, and training trade-offs. Based on Dennis Soemers’ ML-Agents fork.

    Language:C#0000

  • sudo-Boris/PPO_pytorch

    Modular pytorch implementation of PPO including in depth commentary of implementation details!

    Language:Python0101

  • YoungY620/rl-exercise-milestones

    经典强化学习、深度强化学习算法复现

    Language:Python101