Nirav Madhani
TrafficSwarm (Multi-Agent RL)
ML/DLAI AgentsReinforcement LearningSimulation
Challenges Solved
- Decentralized Control: Implemented decentralized control policies for multi-intersection traffic management.
- Coordination Challenges: Solved coordination challenges in larger grids using shared context RL (RLlib/PyTorch).
Signal
Reinforcement Learning / Multi-Agent Systems
Technical Depth
- Multi-agent coordination via inter-agent communication.
- Implemented policy optimization in a complex, multi-agent environment.
- Leveraged RLlib for scalable reinforcement learning.
Media
