Kianté Brantley
16 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (30) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Triple Crown
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Grand Slam
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Topic Evolution
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Century Club · Bronze
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Keyword Collector
(72)
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The Questioner
Top co-authors
Research topics
Machine Learning
(11)
Learning Types · Machine Learning
(8)
Artificial Intelligence
(7)
Reinforcement Learning
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Core AI
(5)
Generation
(4)
Learning Types · Deep Learning
(4)
Methods
(4)
Models
(3)
Optimization & Theory
(3)
Applications
(2)
Learning Paradigms
(2)
Resources & Methods
(1)
Keywords
imitation learning
(5)
reinforcement learning
(4)
text generation
(3)
policy optimization
(3)
ensemble learning
(2)
language model
(2)
convex constraint
(2)
large language model
(2)
constrained reinforcement learning
(2)
text editing
(1)
preference learning
(1)
policy gradient
(1)
sample efficiency
(1)
sequence labeling
(1)
structured prediction
(1)
image generation
(1)
policy learning
(1)
language modeling
(1)
visual reasoning
(1)
natural policy gradient
(1)
Papers
Diffusing States and Matching Scores: A New Framework for Imitation Learning
ICLR 2025
Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF
ICLR 2025
Adversarial Imitation Learning via Boosting
ICLR 2024
Coactive Learning for Large Language Models using Implicit User Feedback
ICML 2024
REBEL: Reinforcement Learning via Regressing Relative Rewards
NeurIPS 2024
When is Transfer Learning Possible?
ICML 2024
Interactive Text Generation
EMNLP 2023
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization
ICLR 2023
lilGym: Natural Language Visual Reasoning with Reinforcement Learning
ACL 2023
Successor Feature Sets: Generalizing Successor Representations Across Policies
AAAI 2021
Active Imitation Learning with Noisy Guidance
ACL 2020
Constrained episodic reinforcement learning in concave-convex and knapsack settings
NeurIPS 2020
Disagreement-Regularized Imitation Learning
ICLR 2020
Non-Monotonic Sequential Text Generation
ACL 2019
Non-Monotonic Sequential Text Generation
ICML 2019
Reinforcement Learning with Convex Constraints
NeurIPS 2019