most citedPolicy-shaped prediction: avoiding distractions in model-based reinforcement learning

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2024★ 1 cited

Policy-shaped prediction: avoiding distractions in model-based reinforcement learning

Miles Hutson, Isaac Kauvar, Nick Haber

Model-based reinforcement learning (MBRL) is a promising route to sample-efficient policy optimization. However, a known vulnerability of reconstruction-based MBRL consists of scen…

cs.AI2023

Measuring and Modeling Physical Intrinsic Motivation

Julio Martinez, Felix Binder, Haoliang Wang +3

Humans are interactive agents driven to seek out situations with interesting physical dynamics. Here we formalize the functional form of physical intrinsic motivation. We first col…