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Research Scientist

Company: Rangam Consultants Inc.
Location: Redmond
Posted on: May 14, 2022

Job Description:

The role will include implementing baselines published in reinforcement learning, deep reinforcement learning, and deep learning papers; collaboration and experimentation on novel algorithms and models with researchers

Minimum qualifications
Experience with reinforcement-learning toolkits such as Gym, AI Habitat, AI2THOR
experience with at least one deep learning toolkit (e.g., PyTorch or TensorFlow).
Experience implementing RL/stats/ML methods from research papers.
Experience with distributed training, GPU management, hyperparameter optimization etc.

Preferred qualifications
Background in reinforcement learning, optimal control, dynamic programming, active/online learning, Markov decision processes, human-machine collaboration, or related fields.
Familiarity with embodied artificial intelligence (AI), optimization, and AI planning, research.

Notes to suppliers
4-5 years of total experience (PhD Included as experience).

Educational background
Required: MS in computer science, applied math/control, robotics, or a related field.
Preferred: PhD in computer science, applied math/control, robotics, or a related field.

Keywords: Rangam Consultants Inc., Redmond , Research Scientist, Other , Redmond, Washington

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