Ranga Shaarad Ayyagari

According to our database, Ranga Shaarad Ayyagari authored at least 8 papers between 2021 and 2025.

Collaborative distances:

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

2025

Predictive AI with External Knowledge Infusion for Stocks.

Ambedkar Dukkipati, Kawin Mayilvaghanan, Naveen Kumar Pallekonda, Sai Prakash Hadnoor, Ranga Shaarad Ayyagari

CoRR, April, 2025

Active Reinforcement Learning Strategies for Offline Policy Improvement.

Ambedkar Dukkipati, Ranga Shaarad Ayyagari, Bodhisattwa Dasgupta, Parag Dutta, Prabhas Reddy Onteru

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

2024

Temporal Abstraction in Reinforcement Learning with Offline Data.

Ranga Shaarad Ayyagari, Anurita Ghosh, Ambedkar Dukkipati

CoRR, 2024

2023

Markov Decision Process with an External Temporal Process.

Ranga Shaarad Ayyagari, Ambedkar Dukkipati

CoRR, 2023

Risk-Averse Combinatorial Semi-Bandits.

Ranga Shaarad Ayyagari, Ambedkar Dukkipati

Proceedings of the IEEE International Symposium on Information Theory, 2023

2022

Learning Skills to Navigate without a Master: A Sequential Multi-Policy Reinforcement Learning Algorithm.

Ambedkar Dukkipati, Rajarshi Banerjee, Ranga Shaarad Ayyagari, Dhaval Parmar Udaybhai

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

2021

Risk-Aware Algorithms for Combinatorial Semi-Bandits.

Ranga Shaarad Ayyagari, Ambedkar Dukkipati

CoRR, 2021

Stay Alive with Many Options: A Reinforcement Learning Approach for Autonomous Navigation.

Ambedkar Dukkipati, Rajarshi Banerjee, Ranga Shaarad Ayyagari, Dhaval Parmar Udaybhai

CoRR, 2021