https://vidhirohira.github.io/Vidhi RohiraA minimal, responsive and feature-rich Jekyll theme for technical writing. 2025-08-27T00:29:08+05:30 Vidhi_Rohira https://vidhirohira.github.io/ Jekyll © 2025 Vidhi_Rohira /assets/img/favicons/favicon.ico /assets/img/favicons/favicon-96x96.png Final Evaluation Blog Post2025-08-25T10:00:00+05:30 2025-08-26T18:45:42+05:30 https://vidhirohira.github.io/blog/2025/08/25/final-evaluation.html Vidhi Rohira What is SustainHub? SustainHub is not just a simulator — it’s a step toward rethinking open-source sustainability. We model contributors as autonomous agents who interact with tasks (like bug fixes, documentation, or features), adapt over time, and learn optimal strategies through Reinforcement Learning (RL). The vision: To build a framework where agent behavior mirrors the complexity, col... From Midterm to Milestones - The Evolution of SustainHub in GSoC 20252025-08-24T10:00:00+05:30 2025-08-26T22:04:40+05:30 https://vidhirohira.github.io/blog/2025/08/24/post_mid_term.html Vidhi Rohira Final Evaluation: From Agents to Collaboration — The Complete Journey of SustainHub Hello everyone! As GSoC 2025 draws to a close, I am both excited and reflective while writing this final evaluation blog for my project, SustainHub, carried out under the guidance of the Orthogonal Research and Education Lab (OREL). When the journey began 12 weeks ago, SustainHub was little more than a vision... Week 12 — Writing the Paper and Finalizing the README2025-08-21T10:00:00+05:30 2025-08-21T10:00:00+05:30 https://vidhirohira.github.io/blog/2025/08/21/week12.html Vidhi Rohira Week 12: Writing the Paper and Finalizing the README This week marked a significant milestone for SustainHub: transforming the technical work of the past weeks into formal documentation and research outputs. The focus was on two deliverables — a comprehensive research paper and a refined README file that will serve as the project’s entry point for new users and contributors. 1. Research Pap... Week 11 — Expanded Metrics and Reassignment Overhead Tracking2025-08-14T10:00:00+05:30 2025-08-14T10:00:00+05:30 https://vidhirohira.github.io/blog/2025/08/14/week11.html Vidhi Rohira Week 11: Expanded Metrics and Reassignment Overhead Tracking This week, SustainHub’s focus was on deepening analytical capabilities by expanding the tracked metrics. We refined the computation of Harmony Index (HI) and Resilience Quotient (RQ), and introduced a new metric — Reassignment Overhead (RO) — to better capture task allocation efficiency. 1. Harmony Index (HI) Refinement The Harmo... Week 10 — Adaptive Controls and NetLogo-Based Visualization2025-08-07T10:00:00+05:30 2025-08-08T01:42:00+05:30 https://vidhirohira.github.io/blog/2025/08/07/week10.html Vidhi Rohira Week 10: Adaptive Controls and NetLogo-Based Visualization This week, SustainHub made significant progress in simulation adaptability and visual representation. Two new interactive parameters were added to the GUI, giving users deeper control over simulation dynamics, and we initiated NetLogo-based visualizations to better understand agent behavior over time. 1. Introducing: Dropouts per St...