Abi Komanduru

2 papers · 2019–2021 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (10)

Conferences

ICML (1) NIPS (1)

Top co-authors

Jean Honorio (2)

Keywords

sample complexity (2) inverse reinforcement learning (2) markov decision process (2) kullback-leibler divergence (1) reward function (1) optimal policy (1) support vector machine (1) transition probability (1) fano inequality (1) bellman optimality (1)

Papers

A Lower Bound for the Sample Complexity of Inverse Reinforcement Learning ICML 2021

On the Correctness and Sample Complexity of Inverse Reinforcement Learning NIPS 2019