https://openreview.net/forum?id=UdFzj2rUMDJ&referrer=%5Bthe%20profile%20of%20Kris%20De%20Asis%5D(%2Fprofile%3Fid%3D~Kris_De_Asis1)
Value-based methods for reinforcement learning lack generally applicable ways to derive behavior from a value function. Many approaches involve approximate...
sequential decision makingpolicy evaluationvalue basedinverseopenreview
https://openreview.net/forum?id=OLi39lZS9Y&referrer=%5Bthe%20profile%20of%20Eric%20Hambro%5D(%2Fprofile%3Fid%3D~Eric_Hambro1)
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 makinglearningsolvenewtasks
https://deepai.org/publication/bayesian-persuasion-in-sequential-decision-making
06/09/21 - We study a dynamic model of Bayesian persuasion in sequential decision-making settings. An informed principal observes an external...
sequential decision makingbayesian persuasiondeepai
https://deepai.org/publication/a-survey-of-knowledge-based-sequential-decision-making-under-uncertainty
08/19/20 - Reasoning with declarative knowledge (RDK) and sequential decision-making (SDM) are two key research areas in artificial intellige...
sequential decision makingknowledge basedsurveyuncertainty