Ireland, David

3 publications

TMLR 2024 An Investigation of Offline Reinforcement Learning in Factorisable Action Spaces Alex Beeson, David Ireland, Giovanni Montana

ICLR 2024 REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes David Ireland, Giovanni Montana

ICML 2022 LeNSE: Learning to Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation David Ireland, Giovanni Montana