Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning

Changyu Chen, Ramesha Karunasena, Thanh Hong Nguyen +2

Many problems in Reinforcement Learning (RL) seek an optimal policy with large discrete multidimensional yet unordered action spaces; these include problems in randomized allocatio…