Rati Devidze - RankMe

23 papers A* 8A 2Journal 12Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Reward Design for Reinforcement Learning Agents. CoRR Rati Devidze
2024	A	`conf`	Ethics in Action: Training Reinforcement Learning Agents for Moral Decision-making In Text-based Adventure Games. AISTATS Weichen Li, Rati Devidze, Waleed Mustafa, Sophie Fellenz
2024	A	`conf`	Informativeness of Reward Functions in Reinforcement Learning. AAMAS Rati Devidze, Parameswaran Kamalaruban, Adish Singla
2024	J	`jnl`	Informativeness of Reward Functions in Reinforcement Learning. CoRR Rati Devidze, Parameswaran Kamalaruban, Adish Singla
2023	—	`conf`	Learning to Play Text-Based Adventure Games with Maximum Entropy Reinforcement Learning. ECML/PKDD (4) Weichen Li, Rati Devidze, Sophie Fellenz
2023	J	`jnl`	Potential-based reward shaping for learning to play text-based adventure games. CoRR Weichen Li, Rati Devidze, Sophie Fellenz
2022	A*	`conf`	Exploration-Guided Reward Shaping for Reinforcement Learning under Sparse Rewards. NeurIPS Rati Devidze, Parameswaran Kamalaruban, Adish Singla
2021	A*	`conf`	Curriculum Design for Teaching via Demonstrations: Theory and Applications. NeurIPS Gaurav Yengera, Rati Devidze, Parameswaran Kamalaruban, Adish Singla
2021	J	`jnl`	Curriculum Design for Teaching via Demonstrations: Theory and Applications. CoRR Gaurav Yengera, Rati Devidze, Parameswaran Kamalaruban, Adish Singla
2021	A*	`conf`	Explicable Reward Design for Reinforcement Learning Agents. NeurIPS Rati Devidze, Goran Radanovic, Parameswaran Kamalaruban, Adish Singla
2021	J	`jnl`	Policy Teaching in Reinforcement Learning via Environment Poisoning Attacks. J. Mach. Learn. Res. Amin Rakhsha, Goran Radanovic, Rati Devidze, Xiaojin Zhu, Adish Singla
2020	J	`jnl`	Environment Shaping in Reinforcement Learning using State Abstraction. CoRR Parameswaran Kamalaruban, Rati Devidze, Volkan Cevher, Adish Singla
2020	J	`jnl`	Policy Teaching in Reinforcement Learning via Environment Poisoning Attacks. CoRR Amin Rakhsha, Goran Radanovic, Rati Devidze, Xiaojin Zhu, Adish Singla
2020	A*	`conf`	Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning. ICML Amin Rakhsha, Goran Radanovic, Rati Devidze, Xiaojin Zhu, Adish Singla
2020	J	`jnl`	Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning. CoRR Amin Rakhsha, Goran Radanovic, Rati Devidze, Xiaojin Zhu, Adish Singla
2020	A*	`conf`	Understanding the Power and Limitations of Teaching with Imperfect Knowledge. IJCAI Rati Devidze, Farnam Mansouri, Luis Haug, Yuxin Chen, Adish Singla
2020	J	`jnl`	Understanding the Power and Limitations of Teaching with Imperfect Knowledge. CoRR Rati Devidze, Farnam Mansouri, Luis Haug, Yuxin Chen, Adish Singla
2019	A*	`conf`	Interactive Teaching Algorithms for Inverse Reinforcement Learning. IJCAI Parameswaran Kamalaruban, Rati Devidze, Volkan Cevher, Adish Singla
2019	J	`jnl`	Interactive Teaching Algorithms for Inverse Reinforcement Learning. CoRR Parameswaran Kamalaruban, Rati Devidze, Volkan Cevher, Adish Singla
2019	A*	`conf`	Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints. NeurIPS Sebastian Tschiatschek, Ahana Ghosh, Luis Haug, Rati Devidze, Adish Singla
2019	J	`jnl`	Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints. CoRR Sebastian Tschiatschek, Ahana Ghosh, Luis Haug, Rati Devidze, Adish Singla
2019	A*	`conf`	Learning to Collaborate in Markov Decision Processes. ICML Goran Radanovic, Rati Devidze, David C. Parkes, Adish Singla
2019	J	`jnl`	Learning to Collaborate in Markov Decision Processes. CoRR Goran Radanovic, Rati Devidze, David C. Parkes, Adish Singla