Bhrij Patel
3 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
multilevel monte carlo
(2)
mixing time
(2)
global convergence
(1)
average reward
(1)
sparse reward
(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)
policy gradient
(1)
multi-level actor-critic
(1)
in-context learning
(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