Poster

Tue 14:00

Differentially Private Online-to-batch for Smooth Losses
Qinzi Zhang · Hoang Tran · Ashok Cutkosky

Workshop

Uncertainty-Driven Pessimistic Q-Ensemble for Offline-to-Online Reinforcement Learning
Ingook Jang · Seonghyun Kim

Poster

Thu 14:00

Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos
Bowen Baker · Ilge Akkaya · Peter Zhokov · Joost Huizinga · Jie Tang · Adrien Ecoffet · Brandon Houghton · Raul Sampedro · Jeff Clune

Poster

Tue 14:00

Diversified Recommendations for Agents with Adaptive Preferences
William Brown · Arpit Agarwal

Poster

Tue 14:00

Parameter-free Regret in High Probability with Heavy Tails
Jiujia Zhang · Ashok Cutkosky

Workshop

Understanding Curriculum Learning in Policy Optimization for Online Combinatorial Optimization
Runlong Zhou · Yuandong Tian · YI WU · Simon Du

Workshop

Towards customizable reinforcement learning agents: Enabling preference specification through online vocabulary expansion
Utkarsh Soni · Sarath Sreedharan · Mudit Verma · Lin Guan · Matthew Marquez · Subbarao Kambhampati

Poster

Wed 14:00

An $\alpha$-regret analysis of Adversarial Bilateral Trade
Yossi Azar · Amos Fiat · Federico Fusco

Poster

Trading Off Resource Budgets For Improved Regret Bounds
Thomas Orton · Damon Falck

Poster

Conditional Meta-Learning of Linear Representations
Giulia Denevi · Massimiliano Pontil · Carlo Ciliberto

Poster

Tue 14:00

Learning Predictions for Algorithms with Predictions
Misha Khodak · Maria-Florina Balcan · Ameet Talwalkar · Sergei Vassilvitskii

Poster

Wed 9:00

Online Allocation and Learning in the Presence of Strategic Agents
Steven Yin · Shipra Agrawal · Assaf Zeevi