In a coordinated, multi-vehicle scenario such as a convoy or fleet or autonomous cars, it is important for the autonomous cars to communicate efficiently and reliably. In this topic we have looked at some ways to do this using Deep Neural Networks.
Our Papers on Multi-Vehicle Communication
- Deep Multi Agent Reinforcement Learning for Autonomous DrivingIn Canadian Conference on Artificial Intelligence may, 2020.
- Learning Multi-Agent Communication with Reinforcement LearningIn Conference on Reinforcement Learning and Decision Making (RLDM-19) Montreal, Canada, 2019.
- Training Cooperative Agents for Multi-Agent Reinforcement LearningIn Proc. of the 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019) Montreal, Canada, 2019.