Search Results for author: Jiajing Ling

Found 2 papers, 1 papers with code

FlowPG: Action-constrained Policy Gradient with Normalizing Flows

1 code implementation NeurIPS 2023 Janaka Chathuranga Brahmanage, Jiajing Ling, Akshat Kumar

To address this, first we use a normalizing flow model to learn an invertible, differentiable mapping between the feasible action space and the support of a simple distribution on a latent variable, such as Gaussian.

Continuous Control Decision Making +1

Combining Propositional Logic Based Decision Diagrams with Decision Making in Urban Systems

no code implementations9 Nov 2020 Jiajing Ling, Kushagra Chandak, Akshat Kumar

Solving multiagent problems can be an uphill task due to uncertainty in the environment, partial observability, and scalability of the problem at hand.

Decision Making reinforcement-learning +1

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