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← Authors

Kianté Brantley

16 papers · 2019–2025 · 6 conferences · across top CS/AI conferences

Achievements

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+8 more ↓ 🐝 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

Wen Sun (6) Gokul Swamy (4) Hal Daume III (3) Soroush Mehri (2) Miro Dudik (2) Sean Welleck (2) Wenhao Zhan (2) Sobhan Miryoosefi (2) Zhaolin Gao (2) Thorsten Joachims (2)

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