64 citations · 77 across the 2 of their papers we have counts for
3 papers
OOD-RL-Bench: A Benchmark Framework for Out-of-Distribution Detection in Reinforcement Learning
Emil Mittag, Richard Dazeley, Peter Vamplew
Reliable reinforcement learning (RL) agents must maintain operational integrity amidst sensor malfunctions, dynamic disturbances, and slow environmental shifts. The detection of ou…
Negative Entropy Production in Oscillatory Processes
Stephen R. Williams, Denis J. Evans, Emil Mittag
Linear irreversible thermodynamics asserts that the instantaneous local spontaneous entropy production is always nonnegative. However for a viscoelastic fluid this is not always th…
Fluctuation Theorem for Hamiltonian Systems - Le Chatelier's Principle
Denis J. Evans, Debra J. Searles, Emil Mittag
For thermostatted dissipative systems the Fluctuation Theorem gives an analytical expression for the ratio of probabilities that the time averaged entropy production in a finite sy…