Yashar Zeiynali Farid

Job title: 
Postdoctoral Researcher
Partners for Advanced Transportation Technology

I am teaching courses and conducting research studies under the supervision of Professor Alex Bayen. We designed a new course entitled "Deep Multi-Agent Reinforcement Learning with Applications to Autonomous Traffic(link is external)." In this class, students learn the fundamental techniques of machine learning (ML) / reinforcement learning (RL) required to train multi-agent systems to accomplish autonomous tasks in complex environments. Foundations include reinforcement learning, dynamical systems, control, neural networks, state estimation, and partially observed Markov decision processes (POMDPs). 

Research interests: 


621 Sutardja Dai Hall Berkeley, CA 94720