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Expo Talk Panel
Sun 6:30 Federated Reinforcement Learning for Financial Portfolio Optimization Using the IBM Federated Learning (IFL) Platform
Mary Ellen Perry
Tutorial
Mon 5:00 Causal Reinforcement Learning
Elias Bareinboim
Affinity Workshop
Mon 5:15 Using knowledge from multiple sources to accelerate reinforcement learning
Anna Reali
Affinity Workshop
Mon 7:55 Feedback Controller for 3D Dynamic Walking using Reinforcement Learning and Hybrid Zero Dynamics
Guillermo Castillo Martinez
Tutorial
Mon 8:00 Model-Based Methods in Reinforcement Learning
Igor Mordatch · Jessica Hamrick
Affinity Workshop
Mon 11:00 Invited Talk: Doina Precup on Building Knowledge for AI Agents with Reinforcement Learning
Doina Precup
Poster
Tue 7:00 Taylor Expansion Policy Optimization
Yunhao Tang · Michal Valko · Remi Munos
Poster
Tue 7:00 Private Reinforcement Learning with PAC and Regret Guarantees
Giuseppe Vietri · Borja de Balle Pigem · Akshay Krishnamurthy · Steven Wu
Poster
Tue 7:00 Q-value Path Decomposition for Deep Multiagent Reinforcement Learning
Yaodong Yang · Jianye Hao · Guangyong Chen · Hongyao Tang · Yingfeng Chen · Yujing Hu · Changjie Fan · Zhongyu Wei
Poster
Tue 7:00 From Importance Sampling to Doubly Robust Policy Gradient
Jiawei Huang · Nan Jiang
Poster
Tue 7:00 What Can Learned Intrinsic Rewards Capture?
Zeyu Zheng · Junhyuk Oh · Matteo Hessel · Zhongwen Xu · Manuel Kroiss · Hado van Hasselt · David Silver · Satinder Singh
Poster
Tue 7:00 Evaluating the Performance of Reinforcement Learning Algorithms
Scott Jordan · Yash Chandak · Daniel Cohen · Mengxue Zhang · Philip Thomas