conftrace_

Dmytro Korenkevych

3 papers · 2018–2024 · 3 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (10)

🐣 Hot Topic Early Bird

Conferences

CORL (1) IJCAI (1) JMLR (1)

Top co-authors

A. Rupam Mahmood (2) Gautham Vasan (2) James Bergstra (2) Yi Wan (1) Jalaj Bhandari (1) Zheng Wu (1) Daniel Jiang (1) Wanqiao Xu (1) Rodrigo de Salvo Braz (1) Frank Cheng (1)

Keywords

continuous control (2) reinforcement learning (2) policy optimization (1) policy learning (1) stochastic process (1) partial observability (1) autoregressive policy (1) robotic hardware (1) real-world robotics (1) hyperparameter sensitivity (1) production deployment (1) sample efficiency (1)

Papers

Pearl: A Production-Ready Reinforcement Learning Agent JMLR 2024 Autoregressive Policies for Continuous Control Deep Reinforcement Learning IJCAI 2019 Benchmarking Reinforcement Learning Algorithms on Real-World Robots CORL 2018