Kianté Brantley | DeepAI

AI Chat

Featured Co-authors

Jianfeng Gao
241 publications
Kyunghyun Cho
218 publications
Yizhe Zhang
80 publications
Wen Sun
60 publications
Hal Daumé III
56 publications
Max Simchowitz
48 publications
Thorsten Joachims
44 publications
Baolin Peng
43 publications
Yoav Artzi
40 publications
Michel Galley
39 publications
Bill Dolan
38 publications

∙ 07/10/2023

Ranking with Long-Term Constraints

The feedback that users provide through their choices (e.g., clicks, pur...

0 Kianté Brantley, et al. ∙

∙ 06/20/2023

Learning to Generate Better Than Your LLM

Reinforcement learning (RL) has emerged as a powerful paradigm for fine-...

0 Jonathan D. Chang, et al. ∙

∙ 03/02/2023

Interactive Text Generation

Users interact with text, image, code, or other editors on a daily basis...

5 Felix Faltings, et al. ∙

∙ 11/03/2022

lilGym: Natural Language Visual Reasoning with Reinforcement Learning

We present lilGym, a new benchmark for language-conditioned reinforcemen...

14 Anne Wu, et al. ∙

∙ 03/03/2021

Successor Feature Sets: Generalizing Successor Representations Across Policies

Successor-style representations have many advantages for reinforcement l...

8 Kianté Brantley, et al. ∙

∙ 06/09/2020

Constrained episodic reinforcement learning in concave-convex and knapsack settings

We propose an algorithm for tabular episodic reinforcement learning with...

8 Kianté Brantley, et al. ∙

∙ 05/26/2020

Active Imitation Learning with Noisy Guidance

Imitation learning algorithms provide state-of-the-art results on many s...

9 Kianté Brantley, et al. ∙

∙ 06/21/2019

Reinforcement Learning with Convex Constraints

In standard reinforcement learning (RL), a learning agent seeks to optim...

14 Sobhan Miryoosefi, et al. ∙

∙ 02/05/2019

Non-Monotonic Sequential Text Generation

Standard sequential generation methods assume a pre-specified generation...

8 Sean Welleck, et al. ∙

∙ 08/03/2017

The UMD Neural Machine Translation Systems at WMT17 Bandit Learning Task

We describe the University of Maryland machine translation systems submi...

0 Amr Sharaf, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world