Policy Optimization with Model-based Explorations

18 November 2018

Papers citing "Policy Optimization with Model-based Explorations"

9 / 9 papers shown

Title
Towards Optimal Regret in Adversarial Linear MDPs with Bandit Feedback Haolin Liu Chen-Yu Wei Julian Zimmert 22 6 0 17 Oct 2023
Uncertainty-aware transfer across tasks using hybrid model-based successor feature reinforcement learning Parvin Malekzadeh Ming Hou Konstantinos N. Plataniotis 51 1 0 16 Oct 2023
On the Origins of Self-Modeling Robert Kwiatkowski Yuhang Hu Boyuan Chen Hod Lipson 17 4 0 05 Sep 2022
Learn Continuously, Act Discretely: Hybrid Action-Space Reinforcement Learning For Optimal Execution Feiyang Pan Tongzhe Zhang Ling Luo Jia He Shuoli Liu 14 7 0 22 Jul 2022
Trust the Model When It Is Confident: Masked Model-based Actor-Critic Feiyang Pan Jia He Dandan Tu Qing He OffRL 18 47 0 10 Oct 2020
GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning Jianfeng Liu Feiyang Pan Ling Luo OffRL 20 23 0 24 May 2020
Zero Shot Learning on Simulated Robots Robert Kwiatkowski Hod Lipson 11 0 0 04 Oct 2019
Field-aware Calibration: A Simple and Empirically Strong Method for Reliable Probabilistic Predictions Feiyang Pan Xiang Ao Pingzhong Tang Min Lu Dapeng Liu Lei Xiao Qing He 30 22 0 26 May 2019
Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings Feiyang Pan Shuokai Li Xiang Ao Pingzhong Tang Qing He 23 184 0 25 Apr 2019