Kianté Brantley
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Advanced Bandit Algorithms Research
Most-Cited Works
- → Non-Monotonic Sequential Text Generation(2019)63 cited
- → Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization(2022)54 cited
- Disagreement-Regularized Imitation Learning(2020)
- → Reinforcement Learning with Convex Constraints(2019)32 cited
- → LDAExplore: Visualizing Topic Models Generated Using Latent Dirichlet Allocation(2015)17 cited
- → Constrained episodic reinforcement learning in concave-convex and knapsack settings(2020)14 cited
- → Successor Feature Sets: Generalizing Successor Representations Across Policies(2021)8 cited
- → Interactive Text Generation(2023)3 cited
- → Reviewer2: Optimizing Review Generation Through Prompt Generation(2024)3 cited