Kianté Brantley

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 31

Top Topics

Text Generation

Reinforcement Learning

Natural Language

Top Venues

Publications

Jonathan D. Chang, Wenhao Zhan, Owen Oertell, Kianté Brantley, Dipendra Misra, Jason D. Lee, Wen Sun
Dataset Reset Policy Optimization for RLHF. CoRR (2024)
Zhaolin Gao, Kianté Brantley, Thorsten Joachims
Reviewer2: Optimizing Review Generation Through Prompt Generation. CoRR (2024)
Owen Oertell, Jonathan D. Chang, Yiyi Zhang, Kianté Brantley, Wen Sun
RL for Consistency Models: Faster Reward Guided Text-to-Image Generation. CoRR (2024)
Jonathan D. Chang, Dhruv Sreenivas, Yingbing Huang, Kianté Brantley, Wen Sun
Adversarial Imitation Learning via Boosting. CoRR (2024)
Jonathan D. Chang, Dhruv Sreenivas, Yingbing Huang, Kianté Brantley, Wen Sun
Adversarial Imitation Learning via Boosting. ICLR (2024)
Anne Wu, Kianté Brantley, Yoav Artzi
A Surprising Failure? Multimodal LLMs and the NLVR Challenge. CoRR (2024)
Kianté Brantley, Zhichong Fang, Sarah Dean, Thorsten Joachims
Ranking with Long-Term Constraints. WSDM (2024)
Zhaolin Gao, Jonathan D. Chang, Wenhao Zhan, Owen Oertell, Gokul Swamy, Kianté Brantley, Thorsten Joachims, J. Andrew Bagnell, Jason D. Lee, Wen Sun
REBEL: Reinforcement Learning via Regressing Relative Rewards. CoRR (2024)
Rajkumar Ramamurthy, Prithviraj Ammanabrolu, Kianté Brantley, Jack Hessel, Rafet Sifa, Christian Bauckhage, Hannaneh Hajishirzi, Yejin Choi
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization. ICLR (2023)
Kianté Brantley, Zhichong Fang, Sarah Dean, Thorsten Joachims
Ranking with Long-Term Constraints. CoRR (2023)
Felix Faltings, Michel Galley, Kianté Brantley, Baolin Peng, Weixin Cai, Yizhe Zhang, Jianfeng Gao, Bill Dolan
Interactive Text Generation. EMNLP (2023)
Anne Wu, Kianté Brantley, Noriyuki Kojima, Yoav Artzi
lilGym: Natural Language Visual Reasoning with Reinforcement Learning. ACL (1) (2023)
Ge Gao, Jonathan D. Chang, Claire Cardie, Kianté Brantley, Thorsten Joachims
Policy-Gradient Training of Language Models for Ranking. CoRR (2023)
Felix Faltings, Michel Galley, Baolin Peng, Kianté Brantley, Weixin Cai, Yizhe Zhang, Jianfeng Gao, Bill Dolan
Interactive Text Generation. CoRR (2023)
Jonathan D. Chang, Kianté Brantley, Rajkumar Ramamurthy, Dipendra Misra, Wen Sun
Learning to Generate Better Than Your LLM. CoRR (2023)
Anne Wu, Kianté Brantley, Noriyuki Kojima, Yoav Artzi
lilGym: Natural Language Visual Reasoning with Reinforcement Learning. CoRR (2022)
Rajkumar Ramamurthy, Prithviraj Ammanabrolu, Kianté Brantley, Jack Hessel, Rafet Sifa, Christian Bauckhage, Hannaneh Hajishirzi, Yejin Choi
Is Reinforcement Learning (Not) for Natural Language Processing?: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization. CoRR (2022)
Kianté Brantley, Soroush Mehri, Geoffrey J. Gordon
Successor Feature Sets: Generalizing Successor Representations Across Policies. AAAI (2021)
Kianté Brantley, Soroush Mehri, Geoffrey J. Gordon
Successor Feature Sets: Generalizing Successor Representations Across Policies. CoRR (2021)
Kianté Brantley, Hal Daumé III, Amr Sharaf
Active Imitation Learning with Noisy Guidance. ACL (2020)
Kianté Brantley, Miroslav Dudík, Thodoris Lykouris, Sobhan Miryoosefi, Max Simchowitz, Aleksandrs Slivkins, Wen Sun
Constrained episodic reinforcement learning in concave-convex and knapsack settings. CoRR (2020)
Kianté Brantley, Wen Sun, Mikael Henaff
Disagreement-Regularized Imitation Learning. ICLR (2020)
Kianté Brantley, Amr Sharaf, Hal Daumé III
Active Imitation Learning with Noisy Guidance. CoRR (2020)
Kianté Brantley, Miroslav Dudík, Thodoris Lykouris, Sobhan Miryoosefi, Max Simchowitz, Aleksandrs Slivkins, Wen Sun
Constrained episodic reinforcement learning in concave-convex and knapsack settings. NeurIPS (2020)
Kianté Brantley, Kyunghyun Cho, Hal Daumé III, Sean Welleck
Non-Monotonic Sequential Text Generation. WNLP@ACL (2019)
Sobhan Miryoosefi, Kianté Brantley, Hal Daumé III, Miroslav Dudík, Robert E. Schapire
Reinforcement Learning with Convex Constraints. NeurIPS (2019)
Sobhan Miryoosefi, Kianté Brantley, Hal Daumé III, Miroslav Dudík, Robert E. Schapire
Reinforcement Learning with Convex Constraints. CoRR (2019)
Sean Welleck, Kianté Brantley, Hal Daumé III, Kyunghyun Cho
Non-Monotonic Sequential Text Generation. CoRR (2019)
Sean Welleck, Kianté Brantley, Hal Daumé III, Kyunghyun Cho
Non-Monotonic Sequential Text Generation. ICML (2019)
Amr Sharaf, Shi Feng, Khanh Nguyen, Kianté Brantley, Hal Daumé III
The UMD Neural Machine Translation Systems at WMT17 Bandit Learning Task. WMT (2017)
Amr Sharaf, Shi Feng, Khanh Nguyen, Kianté Brantley, Hal Daumé III
The UMD Neural Machine Translation Systems at WMT17 Bandit Learning Task. CoRR (2017)
Ashwinkumar Ganesan, Kianté Brantley, Shimei Pan, Jian Chen
LDAExplore: Visualizing Topic Models Generated Using Latent Dirichlet Allocation. CoRR (2015)