1 code implementation • 16 Sep 2018 • Hai Nguyen, Hung Manh La, Matthew Deans
One of the reasons that human are better learners in these tasks is that we are embedded with much prior knowledge of the world.
Robotics
2 code implementations • 19 Feb 2019 • Adarsh Sehgal, Hung Manh La, Sushil J. Louis, Hai Nguyen
Reinforcement learning (RL) enables agents to take decision based on a reward function.
1 code implementation • 22 Jul 2022 • Adarsh Sehgal, Muskan Sehgal, Hung Manh La, George Bebis
Accurate breast cancer diagnosis through mammography has the potential to save millions of lives around the world.
1 code implementation • 24 Oct 2022 • Adarsh Sehgal, Muskan Sehgal, Hung Manh La
Since actor and critic learning plays a significant role in the overall robot's learning, the performance of the DDPG approach is relatively sensitive and unstable as a result.
1 code implementation • 2 Aug 2023 • Md Tamjid Hossain, Hung Manh La, Shahriar Badsha, Anton Netchaev
Nevertheless, in a real-world setting, some Byzantine attackers, disguised as advisors, may provide false advice to the advisee and catastrophically degrade the overall learning performance.