Luis Garcia

3 papers · 2020–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

NeurIPS (2) CoRL (1)

Top co-authors

Mani Srivastava (2) Miltiadis Allamanis (1) Xiang Ren (1) Shushan Arakelyan (1) Yu-Hsi Cheng (1) Jeya Vikranth Jeyakumar (1) Sandeep Singh Sandha (1) Christophe Hauser (1) Bharathan Balaji (1) Joseph Noor (1)

Research topics

Artificial Intelligence (2) Deep Learning (1) Machine Learning (1) Natural Language Processing (1) Reinforcement Learning (1) Applications · Natural Language Processing (1) Applications · Reinforcement Learning (1) Architectures (1) Core AI (1) Core Methods (1) Learning Paradigms (1) Methods (1)

Keywords

deep reinforcement learning (1) sim-to-real transfer (1) information retrieval (1) domain randomization (1) semantic embedding (1) deep neural network (1) multi-step reasoning (1) code search (1) neuro-symbolic reasoning (1) neural module network (1) policy robustness (1) human-parseable explanation (1) state transition delay (1)

Papers

NS3: Neuro-symbolic Semantic Code Search NeurIPS 2022 How Can I Explain This to You? An Empirical Study of Deep Neural Network Explanation Methods NeurIPS 2020 Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays CoRL 2020