https://openreview.net/forum?id=3P7c4EcANr
Sequential Decision Making with Expert Demonstrations under Unobserved Heterogeneity | OpenReview
We study the problem of online sequential decision-making given auxiliary demonstrations from experts who made their decisions based on unobserved contextual...
sequential decision makingunobserved heterogeneityexpertdemonstrationsopenreview
https://deepai.org/publication/mpc-inspired-neural-network-policies-for-sequential-decision-making
MPC-Inspired Neural Network Policies for Sequential Decision Making | DeepAI
Feb 15, 2018 - 02/15/18 - In this paper we investigate the use of MPC-inspired neural network policies for sequential decision making. We introduce an exten...
sequential decision makingneural networkmpcinspiredpolicies
https://ideas.repec.org/p/ags/aare13/152199.html
Sequential decision-making: Theory and evidence for irrigator water allocation trade participation...
Downloadable! Greater understanding of irrigator water trade decision-making processes provides insight into the efficient reallocation of water resources...
sequential decision making
https://openreview.net/forum?id=Df227Ih8tqY
Control-theoretic Evaluation of Policy in Sequential Decision Making via Data-driven Differential...
We propose a novel approach to the evaluation of agent policies in uncertain sequential decision making problems. We study a model-based two-player...
sequential decision making
https://openreview.net/forum?id=ilSesSBQDh
Multimodal Pretrained Models for Verifiable Sequential Decision-Making: Planning, Grounding, and...
Recently developed multimodal pretrained models can encode rich world knowledge expressed in multiple modalities, such as text and images. However, the outputs...
sequential decision makingpretrained modelsmultimodalverifiable
https://openreview.net/forum?id=JB3H6LS1PY
Learning to Solve New sequential decision-making Tasks with In-Context Learning | OpenReview
Training autonomous agents that can generalize to new tasks from a small number of demonstrations is a long-standing problem in machine learning. Recently,...
sequential decision making