Rishi Hazra

According to our database, Rishi Hazra authored at least 16 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench.

Edan Toledo, Karen Hambardzumyan, Martin Josifoski, Rishi Hazra, Nicolas Mario Baldwin, Alexis Audran-Reiss, Michael Kuchnik, Despoina Magka, Minqi Jiang, Alisia Maria Lupidi, Andrei Lupu, Roberta Raileanu, Kelvin Niu, Tatiana Shavrina, Jean-Christophe Gagnon-Audet, Michael Shvartsman, Shagun Sodhani, Alexander H. Miller, Abhishek Charnalia, Derek Dunfield, Carole-Jean Wu, Pontus Stenetorp, Nicola Cancedda, Jakob Nicolaus Foerster, Yoram Bachrach

CoRR, July, 2025

Have Large Language Models Learned to Reason? A Characterization via 3-SAT Phase Transition.

Rishi Hazra, Gabriele Venturato, Pedro Zuidberg Dos Martires, Luc De Raedt

CoRR, April, 2025

REvolve: Reward Evolution with Large Language Models using Human Feedback.

Rishi Hazra, Alkis Sygkounas, Andreas Persson, Amy Loutfi, Pedro Zuidberg Dos Martires

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Evaluating Efficiency and Engagement in Scripted and LLM-Enhanced Human-Robot Interactions.

Tim Schreiter, Jens V. Rüppel, Rishi Hazra, Andrey Rudenko, Martin Magnusson, Achim J. Lilienthal

Proceedings of the 20th ACM/IEEE International Conference on Human-Robot Interaction, 2025

2024

Bidirectional Intent Communication: A Role for Large Foundation Models.

Tim Schreiter, Rishi Hazra, Jens Rüppel, Andrey Rudenko

CoRR, 2024

Can Large Language Models Reason? A Characterization via 3-SAT.

Rishi Hazra, Gabriele Venturato, Pedro Zuidberg Dos Martires, Luc De Raedt

CoRR, 2024

REvolve: Reward Evolution with Large Language Models for Autonomous Driving.

Rishi Hazra, Alkis Sygkounas, Andreas Persson, Amy Loutfi, Pedro Zuidberg Dos Martires

CoRR, 2024

SayCanPay: Heuristic Planning with Large Language Models Using Learnable Domain Knowledge.

Rishi Hazra, Pedro Zuidberg Dos Martires, Luc De Raedt

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Deep Explainable Relational Reinforcement Learning: A Neuro-Symbolic Approach.

Rishi Hazra, Luc De Raedt

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

EgoTV: Egocentric Task Verification from Natural Language Task Descriptions.

Rishi Hazra, Brian Chen, Akshara Rai, Nitin Kamra, Ruta Desai

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2021

Zero-Shot Generalization using Intrinsically Motivated Compositional Emergent Protocols.

Rishi Hazra, Sonu Dixit, Sayambhu Sen

CoRR, 2021

gComm: An environment for investigating generalization in Grounded Language Acquisition.

Rishi Hazra, Sonu Dixit

CoRR, 2021

Active² Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation.

Rishi Hazra, Parag Dutta, Shubham Gupta, Mohammed Abdul Qaathir, Ambedkar Dukkipati

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2020

Infinite use of finite means: Zero-Shot Generalization using Compositional Emergent Protocols.

Rishi Hazra, Sonu Dixit, Sayambhu Sen

CoRR, 2020

Networked Multi-Agent Reinforcement Learning with Emergent Communication.

Shubham Gupta, Rishi Hazra, Ambedkar Dukkipati

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

Active Learning with Siamese Twins for Sequence Tagging.

Rishi Hazra, Shubham Gupta, Ambedkar Dukkipati

CoRR, 2019