The Computational Automated Learning Laboratory (CALL) at the Department of Computer Science and Software Engineering at Auburn University, directed by Dr. Bo Liu, is currently working on cutting-edge research on the fundamental advancement of computational intelligence and its applications to a wide range of domains, such as machine learning, deep reinforcement learning, and big data. Specifically, there are
- Reinforcement Learning (algorithm, analysis, and theory)
- Deep Reinforcement Learning
- Large-Scale Optimization (stochastic optimization, distributed optimization, non-convex optimization, etc)
- Computational Sustainability (smart grid, energy management, etc)
NEWS
Sep. 2016 Our lab is looking for highly motivated PhD students for fall 2017, click here for details.
May. 2016 Our paper " Dantzig Selector with an Approximately Optimal Denoising Matrix and its Application to Reinforcement Learning" is accepted by UAI-2016! Thanks to my collaborators!
Apr. 2016 Our paper " Proximal Gradient Temporal Difference Learning Algorithms" is accepted by IJCAI-2016! Thanks to my collaborators!