Publications by Pan, Yangchen
In Conference (refereed)
| 1. | Q. Lan, Y. Pan, A. Fyshe, M. White. "Maxmin Q-learning: Controlling the Estimation Bias of Q-learning". International Conference on Learning Representations, pp n/a, April 2020.   |
| 2. | Y. Pan, H. Yao, A. Farahmand, M. White. "Hill Climbing on Value Estimates for Search-control in Dyna". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Sarit Kraus), pp 3209-3215, August 2019. |
| 3. | Y. Pan, M. Zaheer, A. White, A. Patterson, M. White. "Organizing Experience: a Deeper Look at Replay Mechanisms for Samplebased Planning in Continuous-State Domains". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Jerome Lang), pp 4794--4800, July 2018. |
| 4. | Y. Pan, A. Farahmand, M. White, S. Nabi, P. Grover, D. Nikovski. "Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control". International Conference on Machine Learning (ICML), (ed: Jennifer G. Dy, Andreas Krause), pp 3983-3992, July 2018. |
| 5. | M. Schlegel, Y. Pan, J. Chen, M. White. "Adapting Kernel Representations Online Using Submodular Maximization". International Conference on Machine Learning (ICML), (ed: Doina Precup, Yee Whye Teh), pp 3037-3046, August 2017. |
| 6. | Y. Pan, E. Azer, M. White. "Effective sketching methods for value function approximation". Conference on Uncertainty in Artificial Intelligence (UAI), (ed: Gal Elidan, Kristian Kersting, Alexander T. Ihler), pp n/a, August 2017. |
| 7. | Y. Pan, A. White, M. White. "Accelerated Gradient Temporal Difference Learning". National Conference on Artificial Intelligence (AAAI), San Francisco, USA, (ed: Satinder P. Singh, Shaul Markovitch), pp 2464-2470, February 2017. |
| 8. | C. Gehring, Y. Pan, M. White. "Incremental Truncated LSTD". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Subbarao Kambhampati), pp 1505-1511, July 2016. |
