|
Poster
|
Thu 7:30
|
When Will Generative Adversarial Imitation Learning Algorithms Attain Global Convergence
Ziwei Guan · Tengyu Xu · Yingbin Liang
|
|
|
Poster
|
Wed 6:00
|
On the Effect of Auxiliary Tasks on Representation Dynamics
Clare Lyle · Mark Rowland · Georg Ostrovski · Will Dabney
|
|
|
Poster
|
Tue 14:00
|
On the Linear Convergence of Policy Gradient Methods for Finite MDPs
Jalaj Bhandari · Daniel Russo
|
|
|
Poster
|
Wed 6:00
|
Improved Exploration in Factored Average-Reward MDPs
Mohammad Sadegh Talebi · Anders Jonsson · Odalric Maillard
|
|
|
Poster
|
Wed 12:45
|
Abstract Value Iteration for Hierarchical Reinforcement Learning
Kishor Jothimurugan · Osbert Bastani · Rajeev Alur
|
|
|
Poster
|
Tue 18:30
|
On the High Accuracy Limitation of Adaptive Property Estimation
Yanjun Han
|
|
|
Poster
|
Tue 18:30
|
No-Regret Reinforcement Learning with Heavy-Tailed Rewards
Vincent Zhuang · Yanan Sui
|
|
|
Poster
|
Thu 7:30
|
Reinforcement Learning for Constrained Markov Decision Processes
Ather Gattami · Qinbo Bai · Vaneet Aggarwal
|
|
|
Poster
|
Thu 7:30
|
Reinforcement Learning in Parametric MDPs with Exponential Families
Sayak Ray Chowdhury · Aditya Gopalan · Odalric Maillard
|
|
|
Poster
|
Tue 14:00
|
Online Model Selection for Reinforcement Learning with Function Approximation
Jonathan Lee · Aldo Pacchiano · Vidya Muthukumar · Weihao Kong · Emma Brunskill
|
|
|
Poster
|
Wed 12:45
|
Learning Infinite-horizon Average-reward MDPs with Linear Function Approximation
Chen-Yu Wei · Mehdi Jafarnia · Haipeng Luo · Rahul Jain
|
|
|
Poster
|
Tue 14:00
|
Sample Complexity Bounds for Two Timescale Value-based Reinforcement Learning Algorithms
Tengyu Xu · Yingbin Liang
|
|
