Multi-Agent Deep Reinforcement Learning for Traffic optimization through Multiple Road Intersections using Live Camera Feed

Search results

• 2019

  A Deep Reinforcement Learning Agent for Traffic Intersection Control Optimization

  Garg, D., Chli, M. & Vogiatzis, G., 28 Nov 2019, 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. IEEE, p. 4222-4229 8 p. 8917361

  Research output: Chapter in Book/Published conference output › Conference publication

  • Optimization Control 100%
  • Deep Reinforcement Learning (deep RL) 100%
  • Intersection Control 100%
  • Reinforcement Learning Agent 100%
  • Traffic Intersection 100%

  10   Link opens in a new tab Citations (Scopus)

• Traffic3D: A new traffic simulation paradigm

  Garg, D., Chli, M. & Vogiatzis, G., 8 May 2019, 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019. ACM, p. 2354-2356 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 4).

  Research output: Chapter in Book/Published conference output › Conference publication

  Open Access

  File

  • Intelligent Agents 100%
  • Traffic Simulation 100%
  • Deep Reinforcement Learning (deep RL) 100%
  • Simulation Paradigm 100%
  • Intelligent Agent 100%

  7   Link opens in a new tab Citations (Scopus)

  202 Downloads (Pure)