sumo
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Computational framework for reinforcement learning in traffic control
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Jul 27, 2024 - Python
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
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Feb 19, 2025 - Python
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.
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Apr 22, 2024 - Jupyter Notebook
Official github page of UCF SST CitySim Dataset
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Sep 12, 2024 - Python
Veins - The open source vehicular network simulation framework.
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Mar 8, 2025 - C++
We have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian Roads. We have created the scripts for using SUMO as our environment for deploying all our RL models.
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May 24, 2019 - Python
A benchmark towards generalizable reinforcement learning for autonomous driving.
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Oct 10, 2023 - Python
Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning
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Nov 17, 2020 - Python
Containerised SUMO. Use sumo, sumo-gui and TraCI with Docker. 🐳 🚗
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Jan 16, 2018
Reinforcement Learning-based VANET simulations
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Jun 27, 2022 - Python
Reinforcement Learning + traffic microsimulation (via SUMO). Uses Ray RLLIB and forces SUMO into the OpenAI Gym Framework
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Dec 4, 2023 - Python
applying multi-agent reinforcement learning for highway-merging autonomous vehicles
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Dec 9, 2023 - Python
Unified All-in-one Monero, Sumokoin, Aeon and other Cryptonote miner
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Apr 27, 2019 - C++
An Activity-based Multi-modal Mobility Scenario Generator for SUMO. This project is available in the Eclipse SUMO contributed tools section (https://github.com/eclipse/sumo/tree/master/tools/contributed) under the name SAGA (SUMO Activity GenerAtion).
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Nov 2, 2024 - Python
SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control
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Feb 18, 2022 - Jupyter Notebook
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