Devidze, Rati

11 publications

AISTATS 2024 Ethics in Action: Training Reinforcement Learning Agents for Moral Decision-Making in Text-Based Adventure Games Weichen Li, Rati Devidze, Waleed Mustafa, Sophie Fellenz

ECML-PKDD 2023 Learning to Play Text-Based Adventure Games with Maximum Entropy Reinforcement Learning Weichen Li, Rati Devidze, Sophie Fellenz

NeurIPS 2022 Exploration-Guided Reward Shaping for Reinforcement Learning Under Sparse Rewards Rati Devidze, Parameswaran Kamalaruban, Adish Singla

NeurIPS 2021 Curriculum Design for Teaching via Demonstrations: Theory and Applications Gaurav Yengera, Rati Devidze, Parameswaran Kamalaruban, Adish Singla

NeurIPS 2021 Explicable Reward Design for Reinforcement Learning Agents Rati Devidze, Goran Radanovic, Parameswaran Kamalaruban, Adish Singla

JMLR 2021 Policy Teaching in Reinforcement Learning via Environment Poisoning Attacks Amin Rakhsha, Goran Radanovic, Rati Devidze, Xiaojin Zhu, Adish Singla

ICML 2020 Policy Teaching via Environment Poisoning: Training-Time Adversarial Attacks Against Reinforcement Learning Amin Rakhsha, Goran Radanovic, Rati Devidze, Xiaojin Zhu, Adish Singla

IJCAI 2020 Understanding the Power and Limitations of Teaching with Imperfect Knowledge Rati Devidze, Farnam Mansouri, Luis Haug, Yuxin Chen, Adish Singla

IJCAI 2019 Interactive Teaching Algorithms for Inverse Reinforcement Learning Parameswaran Kamalaruban, Rati Devidze, Volkan Cevher, Adish Singla

NeurIPS 2019 Learner-Aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints Sebastian Tschiatschek, Ahana Ghosh, Luis Haug, Rati Devidze, Adish Singla

ICML 2019 Learning to Collaborate in Markov Decision Processes Goran Radanovic, Rati Devidze, David Parkes, Adish Singla