Denoising the Future: Top-p Distributions for Moving Through TimeEuropean Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU), 2025 |
Approximate Inference for Stochastic Planning in Factored SpacesEuropean Workshop on Probabilistic Graphical Models (PGM), 2022 |
Factored Probabilistic Belief TrackingInternational Joint Conference on Artificial Intelligence (IJCAI), 2016 |
Reasoning about Hypothetical Agent Behaviours and their ParametersAdaptive Agents and Multi-Agent Systems (AAMAS), 2017 |
Exploiting Causality for Selective Belief Filtering in Dynamic Bayesian
NetworksInternational Joint Conference on Artificial Intelligence (IJCAI), 2014 |
Planning with Noisy Probabilistic Relational RulesJournal of Artificial Intelligence Research (JAIR), 2010 |
Asynchronous Dynamic Bayesian NetworksConference on Uncertainty in Artificial Intelligence (UAI), 2005 |
Efficient inference in persistent Dynamic Bayesian NetworksConference on Uncertainty in Artificial Intelligence (UAI), 2008 |
Counting Belief PropagationConference on Uncertainty in Artificial Intelligence (UAI), 2009 |