Srijita Das

According to our database, Srijita Das authored at least 25 papers between 2016 and 2025.

Collaborative distances:

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

2025

Human-AI collaboration in real-world complex environment with reinforcement learning.

Md. Saiful Islam, Srijita Das, Sai Krishna Gottipati, William Duguay, Clodéric Mars, Jalal Arabneydi, Antoine Fagette, Matthew Guzdial, Matthew E. Taylor

Neural Comput. Appl., August, 2025

Enhancing Power Flow Estimation with Topology-Aware Gated Graph Neural Networks.

Shrenik Jadhav, Birva Sevak, Srijita Das, Wencong Su, Van-Hai Bui

CoRR, July, 2025

FairMarket-RL: LLM-Guided Fairness Shaping for Multi-Agent Reinforcement Learning in Peer-to-Peer Markets.

Shrenik Jadhav, Birva Sevak, Srijita Das, Akhtar Hussain, Wencong Su, Van-Hai Bui

CoRR, June, 2025

Optimal Parameter Design for Power Electronic Converters Using a Probabilistic Learning-Based Stochastic Surrogate Model.

Akash Mahajan, Shivam Chaturvedi, Srijita Das, Wencong Su, Van-Hai Bui

CoRR, June, 2025

A Systematic Approach to Design Real-World Human-in-the-Loop Deep Reinforcement Learning: Salient Features, Challenges and Trade-offs.

Jalal Arabneydi, Md. Saiful Islam, Srijita Das, Sai Krishna Gottipati, William Duguay, Clodéric Mars, Matthew E. Taylor, Matthew Guzdial, Antoine Fagette, Younes Zerouali

CoRR, April, 2025

Do as you teach: a multi-teacher approach to self-play in deep reinforcement learning.

Chaitanya Kharyal, Sai Krishna Gottipati, Tanmay Kumar Sinha, Fatemeh Abdollahi, Srijita Das, Matthew E. Taylor

Neural Comput. Appl., March, 2025

A critical review of safe reinforcement learning strategies in power and energy systems.

Van-Hai Bui, Sina Mohammadi, Srijita Das, Akhtar Hussain, Guilherme Vieira Hollweg, Wencong Su

Eng. Appl. Artif. Intell., 2025

Empowering Generalization for Deep Reinforcement Learning via Symbolic Planning.

Tianpei Yang, Srijita Das, Christabel Wayllace, Matthew E. Taylor

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

Learning Pose-aware Representations in Vision Transformers for Understanding Activities of Daily Living.

Dominick Reilly, Srijita Das, Srijan Das

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

An LLM-Guided Tutoring System for Social Skills Training.

Michael Guevarra, Indronil Bhattacharjee, Srijita Das, Christabel Wayllace, Carrie Demmans Epp, Matthew E. Taylor, Alan Tay

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities.

Carl Orge Retzlaff, Srijita Das, Christabel Wayllace, Payam Mousavi, Mohammad Afshari, Tianpei Yang, Anna Saranti, Alessa Angerschmid, Matthew E. Taylor, Andreas Holzinger

J. Artif. Intell. Res., 2024

A Critical Review of Safe Reinforcement Learning Techniques in Smart Grid Applications.

Van-Hai Bui, Srijita Das, Akhtar Hussain, Guilherme Vieira Hollweg, Wencong Su

CoRR, 2024

CANDERE-COACH: Reinforcement Learning from Noisy Feedback.

Yuxuan Li, Srijita Das, Matthew E. Taylor

CoRR, 2024

GLIDE-RL: Grounded Language Instruction through DEmonstration in RL.

Chaitanya Kharyal, Sai Krishna Gottipati, Tanmay Kumar Sinha, Srijita Das, Matthew E. Taylor

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Active feature elicitation: An unified framework.

Srijita Das, Nandini Ramanan, Gautam Kunapuli, Predrag Radivojac, Sriraam Natarajan

Frontiers Artif. Intell., February, 2023

Two-Level Actor-Critic Using Multiple Teachers.

Su Zhang, Srijita Das, Sriram Ganapathi Subramanian, Matthew E. Taylor

Trans. Mach. Learn. Res., 2023

Augmenting Flight Training with AI to Efficiently Train Pilots.

Michael Guevarra, Srijita Das, Christabel Wayllace, Carrie Demmans Epp, Matthew E. Taylor, Alan Tay

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Methodical Advice Collection and Reuse in Deep Reinforcement Learning.

Sahir, Ercüment Ilhan, Srijita Das, Matthew E. Taylor

CoRR, 2022

2021

A Clustering based Selection Framework for Cost Aware and Test-time Feature Elicitation.

Srijita Das, Rishabh K. Iyer, Sriraam Natarajan

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

2020

Fitted Q-Learning for Relational Domains.

Srijita Das, Sriraam Natarajan, Kaushik Roy, Ronald Parr, Kristian Kersting

CoRR, 2020

Cost Aware Feature Elicitation.

Srijita Das, Rishabh K. Iyer, Sriraam Natarajan

Proceedings of the ACM SIGKDD Workshop on Knowledge-infused Mining and Learning for Social Impact co-located with 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (Virtual) (SIGKDD 2020), 2020

2018

On Whom Should I Perform this Lab Test Next? An Active Feature Elicitation Approach.

Sriraam Natarajan, Srijita Das, Nandini Ramanan, Gautam Kunapuli, Predrag Radivojac

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Viewing the Viewers: Publishers' Desires and Viewers' Privacy Concerns in Social Networks.

Roberto Hoyle, Srijita Das, Apu Kapadia, Adam J. Lee, Kami Vaniea

Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017

Was my message read?: Privacy and Signaling on Facebook Messenger.

Roberto Hoyle, Srijita Das, Apu Kapadia, Adam J. Lee, Kami Vaniea

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016

Twitter's Glass Ceiling: The Effect of Perceived Gender on Online Visibility.

Shirin Nilizadeh, Anne Groggel, Peter Lista, Srijita Das, Yong-Yeol Ahn, Apu Kapadia, Fabio Rojas

Proceedings of the Tenth International Conference on Web and Social Media, 2016