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31 Results

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Poster
Tue 8:45 Learning from Visual Observation via Offline Pretrained State-to-Go Transformer
Bohan Zhou · Ke Li · Jiechuan Jiang · Zongqing Lu
Workshop
Learning Models and Evaluating Policies with Offline Off-Policy Data under Partial Observability
Shreyas Chaudhari · Philip Thomas · Bruno C. da Silva
Poster
Tue 8:45 Estimating Causal Effects Identifiable from a Combination of Observations and Experiments
Yonghan Jung · Ivan Diaz · Jin Tian · Elias Bareinboim
Workshop
Dynamic Observation Policies in Observation Cost-Sensitive Reinforcement Learning
Colin Bellinger · Mark Crowley · Isaac Tamblyn
Poster
Wed 8:45 Detecting hidden confounding in observational data using multiple environments
Rickard Karlsson · Jesse Krijthe
Workshop
Sat 8:50 EarthPT: a foundation model for Earth Observation
Michael J Smith · Luke Fleming · James Geach
Poster
Wed 15:00 Efficient RL with Impaired Observability: Learning to Act with Delayed and Missing State Observations
Minshuo Chen · Yu Bai · H. Vincent Poor · Mengdi Wang
Poster
Tue 15:15 Causal discovery from observational and interventional data across multiple environments
Adam Li · Amin Jaber · Elias Bareinboim
Workshop
Fri 12:30 Multi-View Causal Representation Learning with Partial Observability
Dingling Yao
Poster
Tue 15:15 Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States
Valerii Iakovlev · Markus Heinonen · Harri Lähdesmäki
Workshop
Proposal - India Sand Watch: Leveraging Earth Observation Foundation Models to Inform Sustainable Development
Suraj R. Nair · Ando Shah · Tom Boehnel
Workshop
Learning Safe Action Models with Partial Observability
Brendan Juba · Hai Le · Ron T Stern