38 citations
- American UniversityUS5 papers
- Bard CollegeUS5 papers
- Bar-Ilan UniversityIL5 papers
- California State University, FullertonUS5 papers
- California State University SystemUS5 papers
- Cardiff UniversityGB5 papers
- Carleton CollegeUS5 papers
- Centro Ricerche Enrico FermiIT5 papers
- Chinese University of Hong KongHK5 papers
- Christopher Newport UniversityUS5 papers
- Chung-Ang UniversityKR5 papers
- Colorado State UniversityUS5 papers
Showing cs.LGShow all
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cs.LG2026
Drowning in Routine: Signal Dilution in Multi-Turn Agent Training
Yann Pernot, Vi Retault
Multi-turn agents interleave consequential decisions with routine execution: some actions change the downstream return distribution, while others are necessary but reward-equivalen…
cs.LG2026★ 3 cited
Robust Deep Reinforcement Learning Through Adversarial Attacks and Training : A Survey
Lucas Schott, Josephine Delas, Hatem Hajri +5
Deep Reinforcement Learning (DRL) is a subfield of machine learning for training autonomous agents that take sequential actions across complex environments. Despite its significant…