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Search All 2022 Events
20 Results
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Poster
Tue 9:00
Regret Bounds for Information-Directed Reinforcement Learning
Botao Hao · Tor Lattimore
Workshop
Directed Information for Point Process Systems
Shailaja Akella · Andre Bastos · Jose C Principe
Poster
Thu 9:00
Iterative Structural Inference of Directed Graphs
Aoran Wang · Jun Pang
Poster
Wed 14:00
An Analysis of Ensemble Sampling
Chao Qin · Zheng Wen · Xiuyuan Lu · Benjamin Van Roy
Poster
Tue 9:00
Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning
Dilip Arumugam · Benjamin Van Roy
Affinity Workshop
Mon 8:15
Oral Presentation 6: Direct Sampling for extreme weather generation
Jorge Luis Guevara Diaz
Poster
Tue 9:00
Sample-Efficient Learning of Correlated Equilibria in Extensive-Form Games
Ziang Song · Song Mei · Yu Bai
Workshop
Biological Neurons vs Deep Reinforcement Learning: Sample efficiency in a simulated game-world
Forough Habibollahi · Moein Khajehnejad · Amitesh Gaurav · Brett J. Kagan
Workshop
Biological Neurons vs Deep Reinforcement Learning: Sample efficiency in a simulated game-world
Forough Habibollahi · Moein Khajehnejad · Amitesh Gaurav · Brett J. Kagan
Workshop
Sample Relationships through the Lens of Learning Dynamics with Label Information
Shangmin Guo · Yi Ren · Stefano Albrecht · Kenny Smith
Poster
Thu 14:00
Efficient learning of nonlinear prediction models with time-series privileged information
Bastian Jung · Fredrik Johansson
Poster
Thu 9:00
Lifting the Information Ratio: An Information-Theoretic Analysis of Thompson Sampling for Contextual Bandits
Gergely Neu · Iuliia Olkhovskaia · Matteo Papini · Ludovic Schwartz
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