Rati Devidze

Researcher, minds.ai

Joined

July 2019

Names

Rati Devidze

Emails

****@mpi-sws.org (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

minds.ai (minds.ai)

2024 – Present

PhD student

MPI-SWS (mpi-sws.org)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2018 – 2024

Expertise

Preference Learning

2024 – Present

Reinforcement Learning

2018 – Present

Reward Design

2018 – Present

Publications

Exploration-Guided Reward Shaping for Reinforcement Learning under Sparse Rewards
Rati Devidze, Parameswaran Kamalaruban, Adish Singla
- Published: 31 Oct 2022, Last Modified: 08 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Explicable Reward Design for Reinforcement Learning Agents
Rati Devidze, Goran Radanovic, Parameswaran Kamalaruban, Adish Singla
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Curriculum Design for Teaching via Demonstrations: Theory and Applications
Gaurav Raju Yengera, Rati Devidze, Parameswaran Kamalaruban, Adish Singla
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Learning to Collaborate in Markov Decision Processes
Goran Radanovic, Rati Devidze, David C. Parkes, Adish Singla
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone

Co-Authors