Mitigating Partial Observability in Decision Processes via the Lambda Discrepancy

28 Jun 2024

This paper was published at “Finding the Frame” workshop at RLC 2024 and “Foundations of RL and Control” workshop at ICML 2024.

The authors of the paper are Cameron Allen*, Aaron T. Kirtland*, Ruo Yu Tao*, Sam Lobel, Daniel Scott, Nicholas Petrocelli, Omer Gottesman, Ronald Parr, Michael L. Littman, George KonidarisThe paper investigates fundamental concepts related to detecting and mitigating partial observability by measuring misalignment between value function estimates.

Here is the link to the paper