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Home/Authors/Kianté Brantley

Kianté Brantley

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 10:11 PM AMS

9

papers

123

total citations

papers (9)

Constrained episodic reinforcement learning in concave-convex and knapsack settings

NEURIPS 2020arXiv

Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF

Accelerating RL for LLM Reasoning with Optimal Advantage Regression

NEURIPS 2025arXiv

$Q\sharp$: Provably Optimal Distributional RL for LLM Post-Training

NEURIPS 2025arXiv

LLMs Are In-Context Bandit Reinforcement Learners

Value-Guided Search for Efficient Chain-of-Thought Reasoning

NEURIPS 2025arXiv

Adversarial Imitation Learning via Boosting

When is Transfer Learning Possible?

Coactive Learning for Large Language Models using Implicit User Feedback