Sumo Demo With Reinforcement Learning

May 30, 2026
Essential Summary: My basic implementation of DQN controlling traffic lights in the TAPAS Cologne dataset. University of Delaware Information and Decision Science Lab: UC Berkeley Mobile Sensing Lab: ...

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University of Delaware Information and Decision Science Lab: UC Berkeley Mobile Sensing Lab: ... My basic implementation of DQN controlling traffic lights in the TAPAS Cologne dataset.

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  • University of Delaware Information and Decision Science Lab: UC Berkeley Mobile Sensing Lab: ...
  • My basic implementation of DQN controlling traffic lights in the TAPAS Cologne dataset.

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Media Gallery

SUMO demo with Reinforcement Learning
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SUMO demo with Reinforcement Learning

SUMO demo with Reinforcement Learning

Read more details and related context about SUMO demo with Reinforcement Learning.

AI Learns to Sumo Wrestle (deep reinforcement learning)

AI Learns to Sumo Wrestle (deep reinforcement learning)

Read more details and related context about AI Learns to Sumo Wrestle (deep reinforcement learning).

Machine Learning & SUMO Traffic Signal (Part 3.3)

Machine Learning & SUMO Traffic Signal (Part 3.3)

Read more details and related context about Machine Learning & SUMO Traffic Signal (Part 3.3).

SUMO demo without Reinforcement Learning Model

SUMO demo without Reinforcement Learning Model

Read more details and related context about SUMO demo without Reinforcement Learning Model.

SUMO traffic simulation controlled by reinforcement learner using Traci

SUMO traffic simulation controlled by reinforcement learner using Traci

My basic implementation of DQN controlling traffic lights in the TAPAS Cologne dataset. It is not very good so far :-) complete ...

SUMO ("Simulation of Urban MObility") Tutorial

SUMO ("Simulation of Urban MObility") Tutorial

Read more details and related context about SUMO ("Simulation of Urban MObility") Tutorial.

Traffic Light Simulation Sumo- [Reinforcement Learning]

Traffic Light Simulation Sumo- [Reinforcement Learning]

Read more details and related context about Traffic Light Simulation Sumo- [Reinforcement Learning].

Adversarial Reinforcement Learning Vehicles in SUMO

Adversarial Reinforcement Learning Vehicles in SUMO

Read more details and related context about Adversarial Reinforcement Learning Vehicles in SUMO.

Single Agent Reinforcement Learning Vehicles in SUMO

Single Agent Reinforcement Learning Vehicles in SUMO

University of Delaware Information and Decision Science Lab: UC Berkeley Mobile Sensing Lab: ...

AI Learns Robot Sumo - Reinforcement Learning

AI Learns Robot Sumo - Reinforcement Learning

Read more details and related context about AI Learns Robot Sumo - Reinforcement Learning.