activity
20102026
most citedExtending Environments To Measure Self-Reflection In Reinforcement Learning

12 citations · 66 across the 25 of their papers we have counts for

collaborators

27 papers

q-bio.PE2026

Specieslike clusters based on identical ancestor points

Samuel Allen Alexander

We introduce several axioms which may or may not hold for any given subgraph of the directed graph of all organisms (past, present and future) where edges represent biological pare…

math.GM2025

Self-graphing equations

Samuel Allen Alexander

Can you find an xy-equation that, when graphed, writes itself on the plane? This idea became internet-famous when a Wikipedia article on Tupper's self-referential formula went vira…

math.LO2024

Hyperreal differentiation with an idempotent ultrafilter

Samuel Allen Alexander, Bryan Dawson

In the hyperreals constructed using a free ultrafilter on R, where [f] is the hyperreal represented by f:R->R, it is tempting to define a derivative operator by [f]'=[f'], but unfo…

math.LO2023

Strengthening Consistency Results in Modal Logic

Samuel Allen Alexander, Arthur Paul Pedersen

A fundamental question asked in modal logic is whether a given theory is consistent. But consistent with what? A typical way to address this question identifies a choice of backgro…

cs.AI2023

Universal Agent Mixtures and the Geometry of Intelligence

Samuel Allen Alexander, David Quarel, Len Du +1

Inspired by recent progress in multi-agent Reinforcement Learning (RL), in this work we examine the collective intelligent behaviour of theoretical universal agents by introducing…

math.LO2022

Formal differential variables and an abstract chain rule

Samuel Allen Alexander

One shortcoming of the chain rule is that it does not iterate: it gives the derivative of f(g(x)), but not (directly) the second or higher-order derivatives. We present iterated di…