Ammanabrolu, Prithviraj

Is Reinforcement Learning (Not) for Natural Language Processing?: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization

Ramamurthy, R., Ammanabrolu, P., Brantley, K., Hessel, J., Sifa, R., Bauckhage, C., Hajishirzi, H., & Choi, Y. (2022) · arXiv

Reinforcement Learning in RoboticsNatural Language Processing Techniques

Cited by 56

SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks

Lin, B. Y., Fu, Y., Yang, K., Brahman, F., Huang, S., Bhagavatula, C., Ammanabrolu, P., Choi, Y., & Ren, X. (2023) · arXiv

AI-based Problem Solving and PlanningPsychiatry, Mental Health, Neuroscience

Cited by 50

SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks

Lin, B. Y., Fu, Y., Yang, K., Brahman, F., Huang, S., Bhagavatula, C., Ammanabrolu, P., Choi, Y., & Ren, X. (2023) · Advances in Neural Information Processing Systems 36

AI-based Problem Solving and PlanningPsychiatry, Mental Health, Neuroscience

Cited by 50

ScienceWorld: Is your Agent Smarter than a 5th Grader?

Wang, R., Jansen, P., Côté, M.-A., & Ammanabrolu, P. (2022) · arXiv

Multimodal Machine Learning ApplicationsScience Education and Pedagogy

Cited by 45

ScienceWorld: Is your Agent Smarter than a 5th Grader?

Wang, R., Jansen, P., Côté, M.-A., & Ammanabrolu, P. (2022) · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing

Multimodal Machine Learning ApplicationsScience Education and Pedagogy

Cited by 45

Fine-Grained Human Feedback Gives Better Rewards for Language Model Training

Wu, Z., Hu, Y., Shi, W., Dziri, N., Suhr, A., Ammanabrolu, P., Smith, N. A., Ostendorf, M., & Hajishirzi, H. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 40

Do Embodied Agents Dream of Pixelated Sheep?: Embodied Decision Making using Language Guided World Modelling

Nottingham, K., Ammanabrolu, P., Suhr, A., Choi, Y., Hajishirzi, H., Singh, S., & Fox, R. (2023) · arXiv

Reinforcement Learning in RoboticsAI-based Problem Solving and Planning

Cited by 12

Critique-out-Loud Reward Models

Ankner, Z., Paul, M., Cui, B., Chang, J. D., & Ammanabrolu, P. (2024) · arXiv

Reinforcement Learning in RoboticsNatural Language Processing Techniques

Cited by 1