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flow-project/flow

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1,187 星标·394 分支·Python·MIT·11 次浏览

Flow

Computational framework for reinforcement learning in traffic control

Features

  • 机器人仿真 - Simulates traffic microsimulation for RL.
  • Simulation Environments - Traffic microsimulation for deep reinforcement learning.

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Flow 的开源替代方案

相似的开源项目,按与 Flow 的功能重合度排序。
  • facebookresearch/habitat-simfacebookresearch 的头像

    facebookresearch/habitat-sim

    3,532在 GitHub 上查看↗

    Habitat-sim is a high-performance 3D simulation platform designed for training and benchmarking embodied AI agents within photorealistic indoor and outdoor environments. It serves as a simulator for AI and robotics, providing a system for generating synthetic data and simulating physical interactions. The project is distinguished by a native C++ core that enables high-throughput simulation and a rendering pipeline using physically based rendering and baked global illumination. It features a navigation system based on pre-computed navigation meshes to ensure collision-free traversal and a rigi

    C++aicomputer-visioncplusplus
    在 GitHub 上查看↗3,532
  • allenai/ai2thorallenai 的头像

    allenai/ai2thor

    1,668在 GitHub 上查看↗
    C#artificial-intelligencecomputer-visioninteraction
    在 GitHub 上查看↗1,668
  • aceinna/gnss-ins-simAceinna 的头像

    Aceinna/gnss-ins-sim

    1,424在 GitHub 上查看↗
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    在 GitHub 上查看↗1,424
  • amin-tgz/awesome-carlaAmin-Tgz 的头像

    Amin-Tgz/awesome-CARLA

    917在 GitHub 上查看↗

    👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla

    在 GitHub 上查看↗917
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常见问题解答

flow-project/flow 是做什么的?

Computational framework for reinforcement learning in traffic control

flow-project/flow 的主要功能有哪些?

flow-project/flow 的主要功能包括:机器人仿真, Simulation Environments。

flow-project/flow 有哪些开源替代品?

flow-project/flow 的开源替代品包括: facebookresearch/habitat-sim — Habitat-sim is a high-performance 3D simulation platform designed for training and benchmarking embodied AI agents… carla-simulator/carla — CARLA is an autonomous driving simulator and research environment designed for developing and validating self-driving… aceinna/gnss-ins-sim. amin-tgz/awesome-carla — 👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla. allenai/ai2thor. azazdeaz/fields-ignition — Generate random crop fields for Ignition Gazebo.