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745H1N

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Research Engineer at Cross Compass

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Tokyo, JP

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Challenges Entered

Detecting Energy Flexibility in Buildings

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graded 294248
graded 294173
graded 294172

Create Context-Aware, Dynamic, and Immersive In-Game Dialogue

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Automating Building Data Classification

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Improve RAG with Real-World Benchmarks

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Multi-Agent Dynamics & Mixed-Motive Cooperation

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Small Object Detection and Classification

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graded 236624
graded 235662

Understand semantic segmentation and monocular depth estimation from downward-facing drone images

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A benchmark for image-based food recognition

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graded 196905
failed 196812
failed 196794

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What data should you label to get the most value for your money?

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Interactive embodied agents for Human-AI collaboration

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failed 203427
failed 199686
failed 199682

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Behavioral Representation Learning from Animal Poses.

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graded 181609
graded 181541
failed 181504

ASCII-rendered single-player dungeon crawl game

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Improving the HTR output of Greek papyri and Byzantine manuscripts

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graded 188626

5 Puzzles 21 Days. Can you solve it all?

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graded 172765
graded 172756

Sample Efficient Reinforcement Learning in Minecraft

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graded 171357

5 Puzzles 21 Days. Can you solve it all?

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Self-driving RL on DeepRacer cars - From simulation to real world

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Robustness and teamwork in a massively multiagent environment

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3D Seismic Image Interpretation by Machine Learning

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5 Puzzles 21 Days. Can you solve it all?

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graded 146399
graded 146383
graded 146338

A benchmark for image-based food recognition

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No submissions made in this challenge.

Latest submissions

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Sample-efficient reinforcement learning in Minecraft

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graded 133438
graded 131941
graded 131118

5 Puzzles, 3 Weeks. Can you solve them all? 😉

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graded 138800
graded 138779
graded 138748

Multi-agent RL in game environment. Train your Derklings, creatures with a neural network brain, to fight for you!

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Predicting smell of molecular compounds

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5 Problems 21 Days. Can you solve it all?

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graded 122100

5 Puzzles 21 Days. Can you solve it all?

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graded 127855
graded 127852
graded 127851

5 Puzzles, 3 Weeks | Can you solve them all?

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5 PROBLEMS 3 WEEKS. CAN YOU SOLVE THEM ALL?

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graded 87639
graded 87638
graded 87637

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Identify Words from silent video inputs.

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graded 184972
graded 183503

Estimate depth in aerial images from monocular downward-facing drone

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I like to work simultaneously on fundamental R&D in terms of systems (along with data crunching to terminal solution) including Neural Network Architectures (on every domain, i.e. CV, NLP, TSA and so on), Neuro-Dynamic Programming, Cellular Automaton & Swarm Intelligence (long term). Recent advancements in Multimodal, Reincarnating RL and Meta Learning have greatly boosted my confidence to work in the Deep RL space. Furthermore, I want to actively participate in the AGI revolution since I think my areas of interest will play a crucial role in this movement. Previously, worked as a Junior Data Engineer at アリサフテック・ジャパン株式会社 on multiple in-house AI based projects. I was a Research Assistant at Department of CSE, UIU where I worked on project, BWriterGuide, funded by ICT Ministry & part of ICT Innovation Fund. I also served as a Research Volunteer at CRL - UVA. Before that, I have completed my internship at CSIR - Central Drug Research Institute, Uttar Pradesh, India. Industrial Experiences: Quantitative Analysis, Algorithmic Trading, High Frequency Trading, Optical Character Recognition (English, Bengali, Japanese), Medical Image Analysis, Board Game AI.