Reinforcement

5 Articles
How causal models fix offline reinforcement learning’s generalization problem
Tech

How causal models fix offline reinforcement learning’s generalization problem

The heat map of the three offline data sets in the car driving model. Credit: Frontiers of Computer Science (2024). DOI: 10.1007/s11704-024-3946-y Researchers...

What is reinforcement learning? An AI researcher explains a key method of teaching machines
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What is reinforcement learning? An AI researcher explains a key method of teaching machines

Credit: CC0 Public Domain Understanding intelligence and creating intelligent machines are grand scientific challenges of our times. The ability to learn from experience...

Legged robots skateboard successfully with reinforcement learning framework
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Legged robots skateboard successfully with reinforcement learning framework

Credit: Liu et al. Legged robots, which are often inspired by animals and insects, could help humans to complete various real-world tasks, for...

OpenAI’s new AI Reinforcement Fine-Tuning could transform how scientists use its models
Tech

OpenAI’s new AI Reinforcement Fine-Tuning could transform how scientists use its models

The second day of OpenAI’s 12 Days of OpenAI shifted to less spectacular, more enterprise interests compared to the general rollout of the...

Reinforcement learning algorithm provides an efficient way to train more reliable AI agents
Tech

Reinforcement learning algorithm provides an efficient way to train more reliable AI agents

Illustration of the traffic networks in eco-driving control task. Credit: arXiv (2024). DOI: 10.48550/arxiv.2408.04498 Fields ranging from robotics to medicine to political science...