Stay up-to-date with the latest research and advancements in reinforcement learning and apply them to enhance existing solutions. * Build robust pipelines for training, evaluation, and deployment of ...
Stay up-to-date with the latest research and advancements in reinforcement learning and apply them to enhance existing solutions. * Build robust pipelines for training, evaluation, and deployment of ...
... reinforcement learning, monte-carlo tree-search, causal ML etc. * Design, develop, and validate ... Some form of expertise in methods such as machine-learning force-fields for spinful materials, or ...
... reinforcement learning, monte-carlo tree-search, causal ML etc. * Design, develop, and validate ... Some form of expertise in methods such as machine-learning force-fields for spinful materials, or ...
Postdoctoral Research Associate - AI-Accelerated Discovery of Permanent Magnets
Oak Ridge, TN · On-site
... reinforcement learning, monte-carlo tree-search, causal ML etc. * Design, develop, and validate ... Some form of expertise in methods such as machine-learning force-fields for spinful materials, or ...
Postdoctoral Research Associate - AI-Accelerated Discovery of Permanent Magnets
Oak Ridge, TN · On-site
... reinforcement learning, monte-carlo tree-search, causal ML etc. * Design, develop, and validate ... Some form of expertise in methods such as machine-learning force-fields for spinful materials, or ...
... postdoctoral research associate(s) to join our dynamic team. This role lies at the exciting ... human-in-the-loop reinforcement learning approaches. * Responsible AI : Exploration of privacy ...
... postdoctoral research associate(s) to join our dynamic team. This role lies at the exciting ... human-in-the-loop reinforcement learning approaches. * Responsible AI : Exploration of privacy ...
... postdoctoral research associate(s) to join our dynamic team. This role lies at the exciting ... human-in-the-loop reinforcement learning approaches. * Responsible AI : Exploration of privacy ...
... postdoctoral research associate(s) to join our dynamic team. This role lies at the exciting ... human-in-the-loop reinforcement learning approaches. * Responsible AI : Exploration of privacy ...
... Postdoctoral Research Associate with expertise in artificial intelligence (AI) and machine learning ... This position resides in the Computational Sciences and Engineering Division ( CSED ) at Oak Ridge ...
... Postdoctoral Research Associate with expertise in artificial intelligence (AI) and machine learning ... This position resides in the Computational Sciences and Engineering Division ( CSED ) at Oak Ridge ...
A postdoctoral research associate position is available in the Department of Biostatistics As a ... machine learning, and causal inference. You will benefit from access to unique datasets and ...
A postdoctoral research associate position is available in the Department of Biostatistics As a ... machine learning, and causal inference. You will benefit from access to unique datasets and ...
The Postdoctoral Scholar designs, develops, evaluates, and optimizes advanced artificial ... Designs, develops, implements, and optimizes advanced artificial intelligence, machine learning ...
The Postdoctoral Scholar designs, develops, evaluates, and optimizes advanced artificial ... Designs, develops, implements, and optimizes advanced artificial intelligence, machine learning ...
Postdoctoral Fellow
Nashville, TN · On-site
$47K - $64K/yr
The Postdoctoral Fellow will support an NIH R16-funded research project. The position focuses on ... learning; * Good programming skills in at least one programming language (e.g., Python, R, etc)
Postdoctoral Fellow
Nashville, TN · On-site
$47K - $64K/yr
The Postdoctoral Fellow will support an NIH R16-funded research project. The position focuses on ... learning; * Good programming skills in at least one programming language (e.g., Python, R, etc)
The Postdoctoral Scholar designs, develops, evaluates, and optimizes advanced artificial ... Designs, develops, implements, and optimizes advanced artificial intelligence, machine learning ...
The Postdoctoral Scholar designs, develops, evaluates, and optimizes advanced artificial ... Designs, develops, implements, and optimizes advanced artificial intelligence, machine learning ...
Senior AI/ML Scientist
Nashville, TN · On-site
$143K - $229K/yr
Apply prescriptive analytics techniques such as optimization, recommendation systems, and reinforcement learning to business problems. * Lead in the development and testing of appropriate ML ...
Senior AI/ML Scientist
Nashville, TN · On-site
$143K - $229K/yr
Apply prescriptive analytics techniques such as optimization, recommendation systems, and reinforcement learning to business problems. * Lead in the development and testing of appropriate ML ...
A Postdoctoral Research Associate position is available in the laboratory of Dr. Yuuta Imoto in the ... Expertise in one of the following areas: * Deep learning-based microscopy image analysis
A Postdoctoral Research Associate position is available in the laboratory of Dr. Yuuta Imoto in the ... Expertise in one of the following areas: * Deep learning-based microscopy image analysis
Postdoctoral Research Associate - Hematology
Memphis, TN · On-site
$72K/yr
A postdoctoral research associate position is available with Dr. John Crispino. Position ... in learning analysis of spatial transcriptomics date - A team player - Experience in various ...
Postdoctoral Research Associate - Hematology
Memphis, TN · On-site
$72K/yr
A postdoctoral research associate position is available with Dr. John Crispino. Position ... in learning analysis of spatial transcriptomics date - A team player - Experience in various ...
Postdoctoral Research Associate - Privacy Preserved Federated Learning Algorithms
Oak Ridge, TN · On-site
The Learning Systems Group at Oak Ridge National Laboratory (ORNL) seeks a postdoctoral researcher specializing in federated learning and privacy-preservation algorithms. The successful candidate ...
Postdoctoral Research Associate - Privacy Preserved Federated Learning Algorithms
Oak Ridge, TN · On-site
The Learning Systems Group at Oak Ridge National Laboratory (ORNL) seeks a postdoctoral researcher specializing in federated learning and privacy-preservation algorithms. The successful candidate ...
Senior Machine Learning Engineer
Nashville, TN · On-site
$100K - $138K/yr
Supervised, unsupervised, and reinforcement learning * Neural networks, decision trees, ensemble ... Bachelor's degree in Computer Science, Engineering, Applied Mathematics, or a related field * 7+ ...
Senior Machine Learning Engineer
Nashville, TN · On-site
$100K - $138K/yr
Supervised, unsupervised, and reinforcement learning * Neural networks, decision trees, ensemble ... Bachelor's degree in Computer Science, Engineering, Applied Mathematics, or a related field * 7+ ...
Senior Machine Learning Engineer
$100K - $138K/yr
Supervised, unsupervised, and reinforcement learning * Neural networks, decision trees, ensemble ... Bachelor's degree in Computer Science, Engineering, Applied Mathematics, or a related field * 7+ ...
Senior Machine Learning Engineer
$100K - $138K/yr
Supervised, unsupervised, and reinforcement learning * Neural networks, decision trees, ensemble ... Bachelor's degree in Computer Science, Engineering, Applied Mathematics, or a related field * 7+ ...
Postdoctoral Research Associate - Geeleher Lab (dry lab)
Memphis, TN · On-site
$85K/yr
Our hybrid wet-dry lab has led publications in journals including Nature, Genome Biology, the ... machine learning, LLMs, AI agents, multimodal data integration, or automated biological ...
Postdoctoral Research Associate - Geeleher Lab (dry lab)
Memphis, TN · On-site
$85K/yr
Our hybrid wet-dry lab has led publications in journals including Nature, Genome Biology, the ... machine learning, LLMs, AI agents, multimodal data integration, or automated biological ...
... learning and Artificial Intelligence to enhance our capabilities in making AI-ready scientific data. As a postdoctoral fellow at ORNL, you will collaborate with a dynamic team of scientists and ...
... learning and Artificial Intelligence to enhance our capabilities in making AI-ready scientific data. As a postdoctoral fellow at ORNL, you will collaborate with a dynamic team of scientists and ...
... learning and Artificial Intelligence to enhance our capabilities in making AI-ready scientific data. As a postdoctoral fellow at ORNL, you will collaborate with a dynamic team of scientists and ...
... learning and Artificial Intelligence to enhance our capabilities in making AI-ready scientific data. As a postdoctoral fellow at ORNL, you will collaborate with a dynamic team of scientists and ...
Postdoctoral Research Associate - Large-Scale Simulations for Additive Manufacturing
Oak Ridge, TN · On-site
We are seeking a Postdoctoral Research Associate for the development and application of advanced ... Participate in the development of multi-physics simulations with machine learning (ML) methods for ...
Postdoctoral Research Associate - Large-Scale Simulations for Additive Manufacturing
Oak Ridge, TN · On-site
We are seeking a Postdoctoral Research Associate for the development and application of advanced ... Participate in the development of multi-physics simulations with machine learning (ML) methods for ...
Postdoctoral In Reinforcement Learning information
What is a postdoctoral researcher in reinforcement learning?
A Postdoctoral Researcher in Reinforcement Learning is an individual who has completed a PhD and conducts advanced research in the field of reinforcement learning, a branch of artificial intelligence focused on how agents take actions in environments to maximize rewards. These researchers often work in academic, industrial, or governmental research settings, collaborating on projects that advance the theoretical foundations or practical applications of reinforcement learning. Their responsibilities may include designing experiments, developing algorithms, publishing papers, and mentoring graduate students.
What are the key skills and qualifications needed to thrive as a postdoctoral researcher in reinforcement learning?
To thrive as a Postdoctoral Researcher in Reinforcement Learning, you need a PhD in computer science or a related field, with deep expertise in machine learning, statistics, and algorithm development. Proficiency in programming languages such as Python, experience with deep learning frameworks (e.g., TensorFlow or PyTorch), and familiarity with reinforcement learning libraries are typically required. Strong analytical thinking, problem-solving ability, collaboration, and scientific communication skills help you excel in research teams and publish impactful work. These competencies are vital to advancing state-of-the-art research, developing novel algorithms, and contributing to the academic and industrial progress in AI.
What are some common challenges faced by postdoctoral researchers in reinforcement learning, and how can they be addressed?
Postdoctoral researchers in reinforcement learning often face challenges such as balancing independent research projects with collaborative work, staying up-to-date with rapidly evolving literature, and managing the pressure to publish in top conferences. Effective time management, regular engagement with the research community through seminars and workshops, and seeking mentorship from senior colleagues can help address these challenges. Additionally, collaborating with interdisciplinary teams can offer fresh perspectives and support, making it easier to navigate complex research problems.
What is the difference between Postdoctoral In Reinforcement Learning vs Postdoctoral In Machine Learning?
| Aspect | Postdoctoral In Reinforcement Learning | Postdoctoral In Machine Learning |
|---|---|---|
| Required Credentials | PhD in Computer Science, AI, or related field; strong programming skills; research experience in reinforcement learning | PhD in Computer Science, AI, or related field; strong programming skills; research experience in machine learning |
| Work Environment | Academic labs, research institutions, industry R&D teams focused on reinforcement learning applications | Academic labs, research institutions, industry R&D teams working on various machine learning techniques |
| Industry Usage | Primarily in AI research, robotics, gaming, and autonomous systems | Broader applications including data analysis, predictive modeling, and AI research |
Postdoctoral In Reinforcement Learning specializes in research related to decision-making algorithms and autonomous systems, whereas Postdoctoral In Machine Learning covers a wider range of AI techniques. Both roles require similar credentials but differ in focus and application areas.
What are popular job titles related to Postdoctoral In Reinforcement Learning jobs in Tennessee?
For Postdoctoral In Reinforcement Learning jobs in Tennessee, the most frequently searched job titles are:
What job categories do people searching Postdoctoral In Reinforcement Learning jobs in Tennessee look for?
The top searched job categories for Postdoctoral In Reinforcement Learning jobs in Tennessee are:
What cities in Tennessee are hiring for Postdoctoral In Reinforcement Learning jobs?
Cities in Tennessee with the most Postdoctoral In Reinforcement Learning job openings:
Artificial Intelligence (AI) Engineer / Developer (Remote)
Cookeville, TN • On-site, Remote
Statheros
Contractor
Re-posted 22 days ago
Job description
About Us
Job Responsibilities
Qualifications
Preferred Qualifications
What We Offer
Statheros is a small DEFTECH firm focused on developing cutting-edge AI and autonomy systems for the US Department of Defense. Our team is passionate about building intelligent systems that solve complex problems. We are looking for a talented AI Engineer specializing in Proximal Policy Optimization (PPO) to lead the development of AI-enabled algorithms that automate the operation of air traffic radar systems.
Job Responsibilities
- Design, implement, and optimize Proximal Policy Optimization (PPO) algorithms for domain-specific use cases.
- Develop and train reinforcement learning models for real-world applications, focusing on efficiency and scalability.
- Collaborate with cross-functional teams to integrate PPO models into production systems.
- Analyze model performance and experiment with hyperparameter tuning to achieve optimal results.
- Stay up-to-date with the latest research and advancements in reinforcement learning and apply them to enhance existing solutions.
- Build robust pipelines for training, evaluation, and deployment of RL models.
- Document workflows, methodologies, and code for reproducibility and knowledge sharing.
Qualifications
- Educational Background: Bachelor's or Master's degree in Computer Science, Machine Learning, AI, Mathematics, or related fields. Ph.D. is a plus.
- Experience:
- 4+ years of professional experience in machine learning, with a focus on reinforcement learning.
- Demonstrated expertise in implementing and optimizing PPO or similar reinforcement learning algorithms.
- Hands-on experience with frameworks like TensorFlow, PyTorch, or JAX.
- Technical Skills:
- Strong programming skills in Python; familiarity with Rust or other languages is a plus.
- Proficiency in designing and running RL experiments in simulated or real-world environments.
- Experience with distributed training systems for reinforcement learning.
- Solid understanding of policy gradient methods and reinforcement learning theory.
- Soft Skills:
- Excellent problem-solving skills and the ability to work in a collaborative, fast-paced environment.
- Strong communication skills for presenting findings and collaborating with interdisciplinary teams.
Preferred Qualifications
- Experience in applying PPO to [specific domain, e.g., robotics, gaming, finance, etc.]
- Familiarity with OpenAI Gym, RLlib, or other RL development environments
- Knowledge of parallel computing and GPU acceleration for large-scale RL tasks
What We Offer
- Remote work location.
- Competitive salary.
- Flexible work schedule.
- Opportunities for professional development and research contributions
- Access to state-of-the-art resources and tools for AI development.
- The chance to work on groundbreaking projects with a talented and passionate team.