Vanshaj Khattar

4 papers · 2023–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 📈 Trend Setter

Conferences

AAAI (2) ICLR (1) ICML (1)

Top co-authors

Ming Jin (4) Bilgehan Sel (3) Ruoxi Jia (2) Ahmad Tawaha (1) Yuhao Ding (1) Javad Lavaei (1) Harshal Kaushik (1)

Keywords

reinforcement learning (1) convex optimization (1) universal approximation (1) empirical risk (1) adaptive optimization (1) evolutionary algorithm (1) covering number (1) energy management (1) power system (1) regression error (1) trajectory-based guidance (1) solution function (1)

Papers

Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models ICML 2024

On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds AAAI 2023

Winning the CityLearn Challenge: Adaptive Optimization with Evolutionary Search under Trajectory-Based Guidance AAAI 2023

A CMDP-within-online framework for Meta-Safe Reinforcement Learning ICLR 2023