conftrace_
← Authors

Bhrij Patel

3 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (2) EMNLP (1)

Top co-authors

Dinesh Manocha (2) Brian M. Sadler (2) Alec Koppel (2) Amrit Bedi (2) Wesley A Suttle (2) Aditya Vempaty (1) Ashish Jagmohan (1) Vaneet Aggarwal (1)

Keywords

in-context learning (1) mixing time (1) sparse reward (1) multi-level monte carlo (1) average-reward reinforcement learning (1) function calling (1) application programming interface (1) large language model (1) api call (1) tool-based agent (1) function call (1)

Papers

Learning API Functionality from In-Context Demonstrations for Tool-based Agents EMNLP 2025 Towards Global Optimality for Practical Average Reward Reinforcement Learning without Mixing Time Oracles ICML 2024 Beyond Exponentially Fast Mixing in Average-Reward Reinforcement Learning via Multi-Level Monte Carlo Actor-Critic ICML 2023