Siddharth Nayak

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Integer Program

Emotional State

Reinforcement Learning

Top Venues

ECCV Workshops (5)

Publications

Gaurav Bhardwaj, Bapi Chatterjee, Abhinav Sharma, Sathya Peri, Siddharth Nayak
Brief Announcement: Lock-free Learned Search Data Structure. SPAA (2024)
Siddharth Nayak, Adelmo Morrison Orozco, Marina Ten Have, Vittal Thirumalai, Jackson Zhang, Darren Chen, Aditya Kapoor, Eric Robinson, Karthik Gopalakrishnan, James Harrison, Brian Ichter, Anuj Mahajan, Hamsa Balakrishnan
Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments. CoRR (2024)
Gaurav Bhardwaj, Bapi Chatterjee, Abhinav Sharma, Sathya Peri, Siddharth Nayak
Kanva: A Lock-free Learned Search Data Structure. ICPP (2024)
Sydney Dolan, Siddharth Nayak, Hamsa Balakrishnan
Satellite Navigation and Coordination with Limited Information Sharing. L4DC (2023)
Siddharth Nayak, Kenneth Choi, Wenqi Ding, Sydney Dolan, Karthik Gopalakrishnan, Hamsa Balakrishnan
Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation. ICML (2023)
Gaurav Bhardwaj, Bapi Chatterjee, Abhinav Sharma, Sathya Peri, Siddharth Nayak
Learned Lock-free Search Data Structures. CoRR (2023)
Siddharth Nayak, Arthur C. Tsai
Fronto - Parietal Regions Predict Transient Emotional States in Emotion Modulated Response Inhibition via Low Frequency and Beta Oscillations. Symmetry 14 (6) (2022)
Sydney Dolan, Siddharth Nayak, Hamsa Balakrishnan
Transfer Learning for Space Traffic Management. CoRR (2022)
Luke Kenworthy, Siddharth Nayak, Christopher Chin, Hamsa Balakrishnan
NICE: Robust Scheduling through Reinforcement Learning-Guided Integer Programming. AAAI (2022)
Siddharth Nayak, Kenneth Choi, Wenqi Ding, Sydney Dolan, Karthik Gopalakrishnan, Hamsa Balakrishnan
Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation. CoRR (2022)
Luke Kenworthy, Siddharth Nayak, Christopher Chin, Hamsa Balakrishnan
NICE: Robust Scheduling through Reinforcement Learning-Guided Integer Programming. CoRR (2021)
Richa Verma, Aniruddha Singhal, Harshad Khadilkar, Ansuma Basumatary, Siddharth Nayak, Harsh Vardhan Singh, Swagat Kumar, Rajesh Sinha
A Generalized Reinforcement Learning Algorithm for Online 3D Bin-Packing. CoRR (2020)
Siddharth Nayak, Balaraman Ravindran
Reinforcement Learning for Improving Object Detection. CoRR (2020)
Siddharth Nayak, Balaraman Ravindran
Reinforcement Learning for Improving Object Detection. ECCV Workshops (5) (2020)