Search All 2022 Events
 

28 Results

<<   <   Page 1 of 3   >   >>
Poster
Wed 9:00 Rethinking Value Function Learning for Generalization in Reinforcement Learning
Seungyong Moon · JunYeong Lee · Hyun Oh Song
Poster
Tue 9:00 Spectral Bias in Practice: The Role of Function Frequency in Generalization
Sara Fridovich-Keil · Raphael Gontijo Lopes · Rebecca Roelofs
Poster
Wed 9:00 On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL
Jinglin Chen · Aditya Modi · Akshay Krishnamurthy · Nan Jiang · Alekh Agarwal
Poster
Tue 9:00 Biologically plausible solutions for spiking networks with efficient coding
Veronika Koren · Stefano Panzeri
Workshop
A general framework for reward function distances
Erik Jenner · Joar Skalse · Adam Gleave
Workshop
A General Framework for Sample-Efficient Function Approximation in Reinforcement Learning
Zixiang Chen · Chris Junchi Li · Angela Yuan · Quanquan Gu · Michael Jordan
Poster
Tue 9:00 Improving Zero-Shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions
Bogdan Mazoure · Ilya Kostrikov · Ofir Nachum · Jonathan Tompson
Poster
Thu 14:00 Efficient and Near-Optimal Smoothed Online Learning for Generalized Linear Functions
Adam Block · Max Simchowitz
Poster
Wed 9:00 Change-point Detection for Sparse and Dense Functional Data in General Dimensions
Carlos Misael Madrid Padilla · Daren Wang · Zifeng Zhao · Yi Yu
Poster
Tue 9:00 NSNet: A General Neural Probabilistic Framework for Satisfiability Problems
Zhaoyu Li · Xujie Si
Poster
Thu 9:00 A Unifying Framework of Off-Policy General Value Function Evaluation
Tengyu Xu · Zhuoran Yang · Zhaoran Wang · Yingbin Liang
Poster
Wed 14:00 Exploring through Random Curiosity with General Value Functions
Aditya Ramesh · Louis Kirsch · Sjoerd van Steenkiste · J├╝rgen Schmidhuber