Kianté Brantley
16 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (5)
🗺️
Taxonomy Completionist
(24)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(6)
👑
Triple Crown
🏆
Grand Slam
🏆
Keyword Champion
(2)
❓
The Questioner
💎
Century Club
(16)
Conferences
ICLR (5)
ACL (3)
ICML (3)
NIPS (3)
AAAI (1)
EMNLP (1)
Top co-authors
Keywords
reinforcement learning
(3)
imitation learning
(3)
convex constraint
(2)
language model
(2)
policy optimization
(2)
text generation
(2)
constrained reinforcement learning
(2)
natural policy gradient
(1)
language modeling
(1)
visual reasoning
(1)
markov decision process
(1)
bellman equation
(1)
value iteration
(1)
sequence labelling
(1)
natural language
(1)
concave optimization
(1)
safe reinforcement learning
(1)
generative model
(1)
relative reward
(1)
preference-based learning
(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
NIPS 2024
When is Transfer Learning Possible?
ICML 2024
lilGym: Natural Language Visual Reasoning with Reinforcement Learning
ACL 2023
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
Successor Feature Sets: Generalizing Successor Representations Across Policies
AAAI 2021
Disagreement-Regularized Imitation Learning
ICLR 2020
Constrained episodic reinforcement learning in concave-convex and knapsack settings
NIPS 2020
Active Imitation Learning with Noisy Guidance
ACL 2020
Non-Monotonic Sequential Text Generation
ICML 2019
Reinforcement Learning with Convex Constraints
NIPS 2019
Non-Monotonic Sequential Text Generation
ACL 2019