Poster

Wed 10:30

The Boltzmann Policy Distribution: Accounting for Systematic Suboptimality in Human Models
Cassidy Laidlaw · Anca Dragan

Poster

Tue 18:30

Pareto Policy Pool for Model-based Offline Reinforcement Learning
Yijun Yang · Jing Jiang · Tianyi Zhou · Jie Ma · Yuhui Shi

Poster

Wed 10:30

Information Prioritization through Empowerment in Visual Model-based RL
Homanga Bharadhwaj · Mohammad Babaeizadeh · Dumitru Erhan · Sergey Levine

Poster

Tue 2:30

Explainable GNN-Based Models over Knowledge Graphs
David Jaime Tena Cucala · Bernardo Grau · Egor Kostylev · Boris Motik

Workshop

Score-Based Generative Models for Wireless Channel Modeling and Estimation
Marius Arvinte · Jonathan Tamir

Poster

Thu 18:30

Model-augmented Prioritized Experience Replay
Youngmin Oh · Jinwoo Shin · Eunho Yang · Sung Ju Hwang

Poster

Tue 18:30

Procedural generalization by planning with self-supervised world models
Ankesh Anand · Jacob C Walker · Yazhe Li · Eszter Vertes · Julian Schrittwieser · Sherjil Ozair · Theophane Weber · Jessica Hamrick

Spotlight

Mon 18:30

Equivariant Transformers for Neural Network based Molecular Potentials
Philipp Thölke · Gianni De Fabritiis

Poster

Mon 18:30

Equivariant Transformers for Neural Network based Molecular Potentials
Philipp Thölke · Gianni De Fabritiis

Workshop

Dual Conservative Policy Update for Efficient Model-Based Reinforcement Learning
Shenao Zhang

Poster

Wed 10:30

Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage
Masatoshi Uehara · Wen Sun

Poster

Tue 10:30

Transfer RL across Observation Feature Spaces via Model-Based Regularization
Yanchao Sun · Ruijie Zheng · Xiyao Wang · Andrew Cohen · Furong Huang

Results