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M. J. Sargent

7 papers hereh-index 278 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author5
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI2
  • cs.CR1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedUsing Forwards-Backwards Models to Approximate MDP Homomorphisms

3 citations · 3 across the 5 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2026

GlyphBench: A Playground for Language-Model Reinforcement Learning

Roger Creus Castanyer, Marc-Alexandre Côté, Matthew James Sargent +3

We introduce GlyphBench, an environment suite for reinforcement learning (RL) post-training of language-model agents, with over 360 tasks spanning diverse games. GlyphBench renders…

cs.AI2026

PopuLoRA: Co-Evolving LLM Populations for Reasoning Self-Play

Roger Creus Castanyer, Geoffrey Bradway, Lorenz Wolf +3

We introduce PopuLoRA, a population-based asymmetric self-play framework for reinforcement learning with verifiable rewards (RLVR) post-training of LLMs. Teachers and students are…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.