This paper proposes an efficient surrogate-assisted mixed continuous/binary particle swarm optimization (SAMPSO) algorithm to address these mixed-variable antenna optimization problems. The SAMPSO ...
and machine learning fields with foci on mathematical foundations, algorithms, tools and applications as they pertain to artificial intelligence and machine learning. Students will pursue an applied ...
Reinforcement Learning, an artificial intelligence approach, has the potential to guide physicians in designing sequential treatment strategies for better patient outcomes but requires significant ...
I plan to add more hierarchical RL algorithms soon. Below shows the performance of DQN and DDPG with and without Hindsight Experience Replay (HER) in the Bit Flipping (14 bits) and Fetch Reach ...