#reinforcement-learning

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#artificial-intelligence
Artificial intelligence
fromThe Verge
2 months ago

Latest Turing Award winners again warn of AI dangers

AI developers must prioritize safety and testing before public releases.
Barto and Sutton's Turing Award highlights the importance of responsible AI practices.
Artificial intelligence
fromInfoWorld
2 months ago

Alibaba says its new AI model rivals DeepSeeks's R-1, OpenAI's o1

The pursuit of AGI is being driven by stronger foundation models integrated with reinforcement learning and advanced computational resources.
Artificial intelligence
fromFast Company
2 months ago

AI pioneers win the Turing Award, tech's top prize

Reinforcement learning, likened to animal training, has become pivotal in the evolution of artificial intelligence, credited to Barto and Sutton's groundbreaking research.
Artificial intelligence
fromMedium
3 weeks ago

DeepSeek R1: Unlocking Advanced AI Through Reinforcement Learning and Emergent Self-Reflection

DeepSeek R1 enhances AI reasoning and adaptability using Reinforcement Learning and long chains of thought.
Artificial intelligence
fromMedium
3 weeks ago

DeepSeek R1: Unlocking Advanced AI Through Reinforcement Learning and Emergent Self-Reflection

DeepSeek R1 model uses Reinforcement Learning for advanced reasoning and problem-solving, moving beyond traditional supervised learning methods.
Artificial intelligence
fromThe Verge
2 months ago

Latest Turing Award winners again warn of AI dangers

AI developers must prioritize safety and testing before public releases.
Barto and Sutton's Turing Award highlights the importance of responsible AI practices.
Artificial intelligence
fromInfoWorld
2 months ago

Alibaba says its new AI model rivals DeepSeeks's R-1, OpenAI's o1

The pursuit of AGI is being driven by stronger foundation models integrated with reinforcement learning and advanced computational resources.
Artificial intelligence
fromFast Company
2 months ago

AI pioneers win the Turing Award, tech's top prize

Reinforcement learning, likened to animal training, has become pivotal in the evolution of artificial intelligence, credited to Barto and Sutton's groundbreaking research.
Artificial intelligence
fromMedium
3 weeks ago

DeepSeek R1: Unlocking Advanced AI Through Reinforcement Learning and Emergent Self-Reflection

DeepSeek R1 enhances AI reasoning and adaptability using Reinforcement Learning and long chains of thought.
Artificial intelligence
fromMedium
3 weeks ago

DeepSeek R1: Unlocking Advanced AI Through Reinforcement Learning and Emergent Self-Reflection

DeepSeek R1 model uses Reinforcement Learning for advanced reasoning and problem-solving, moving beyond traditional supervised learning methods.
more#artificial-intelligence
#natural-language-processing
fromHackernoon
11 months ago
Artificial intelligence

Neuro-Symbolic Reasoning Meets RL: EXPLORER Outperforms in Text-World Games | HackerNoon

EXPLORER enhances RL performance in text-based games by combining symbolic reasoning and neural exploration.
fromHackernoon
2 weeks ago
Online learning

Decoding the Magic: How Machines Master Human Language | HackerNoon

Large language models learn language similarly to children: through reading, guidance, and feedback.
fromHackernoon
11 months ago
Artificial intelligence

Neuro-Symbolic Reasoning Meets RL: EXPLORER Outperforms in Text-World Games | HackerNoon

EXPLORER enhances RL performance in text-based games by combining symbolic reasoning and neural exploration.
fromHackernoon
2 weeks ago
Online learning

Decoding the Magic: How Machines Master Human Language | HackerNoon

Large language models learn language similarly to children: through reading, guidance, and feedback.
more#natural-language-processing
fromwww.nature.com
2 weeks ago
OMG science

Whole-body physics simulation of fruit fly locomotion

The study presents a whole-body model of fruit flies that accurately simulates their locomotion and neural control.
#ai
Artificial intelligence
fromWIRED
1 month ago

Databricks Has a Trick That Lets AI Models Improve Themselves

Databricks has developed a method to enhance AI performance with minimal clean data using reinforcement learning and synthetic data.
fromHackernoon
1 year ago
Medicine

How AI Learns from Human Preferences | HackerNoon

The RLHF pipeline enhances model effectiveness through three main phases: supervised fine-tuning, preference sampling, and reinforcement learning optimization.
Artificial intelligence
fromWIRED
1 month ago

Databricks Has a Trick That Lets AI Models Improve Themselves

Databricks has developed a method to enhance AI performance with minimal clean data using reinforcement learning and synthetic data.
fromHackernoon
1 year ago
Medicine

How AI Learns from Human Preferences | HackerNoon

The RLHF pipeline enhances model effectiveness through three main phases: supervised fine-tuning, preference sampling, and reinforcement learning optimization.
more#ai
#openai
more#openai
fromHackernoon
5 months ago
Roam Research

Understanding Concentrability in Direct Nash Optimization | HackerNoon

The article discusses new theoretical insights in reinforcement learning, particularly in Reward Models and Nash Optimization.
Artificial intelligence
fromHarvard Gazette
4 weeks ago

Like having a personal healthcare coach in your pocket - Harvard Gazette

Advanced algorithms offer personalized support for cancer patients and cannabis users, enhancing medication adherence and behavioral change.
#large-language-models
Artificial intelligence
fromMedium
2 months ago

DeepSeek R1: Hype vs. Reality-A Deeper Look at AI's Latest Disruption

DeepSeek R1's launch signals a major evolution in large language models, demonstrating unique training methods and competitive advantages over existing models.
fromTheregister
1 month ago
Artificial intelligence

El Reg digs its claws into Alibaba's QwQ

Reinforcement learning can significantly improve the performance of smaller language models like QwQ.
QwQ is designed to outperform larger models in specific benchmarks despite its smaller size.
Artificial intelligence
fromMedium
2 months ago

DeepSeek R1: Hype vs. Reality-A Deeper Look at AI's Latest Disruption

DeepSeek R1's launch signals a major evolution in large language models, demonstrating unique training methods and competitive advantages over existing models.
fromTheregister
1 month ago
Artificial intelligence

El Reg digs its claws into Alibaba's QwQ

Reinforcement learning can significantly improve the performance of smaller language models like QwQ.
QwQ is designed to outperform larger models in specific benchmarks despite its smaller size.
more#large-language-models
Artificial intelligence
fromArs Technica
1 month ago

Researchers astonished by tool's apparent success at revealing AI's hidden motives

AI models can unintentionally reveal hidden motives despite being designed to conceal them.
Understanding AI's hidden objectives is crucial to prevent potential manipulation of human users.
fromHackernoon
6 months ago
Medicine

Breaking Down the Inductive Proofs Behind Faster Value Iteration in RL | HackerNoon

The article discusses advancements in the anchored value iteration methods in reinforcement learning, particularly focusing on convergence rates and computational efficiency.
#optimization
fromHackernoon
5 months ago
Data science

Let AI Tune Your Database Management System for You | HackerNoon

Reinforcement Learning optimizes decision-making by learning from interactions, maximizing rewards, and applying strategies across diverse fields.
fromHackernoon
6 months ago
Artificial intelligence

A Smarter Solution to Speeding Up AI Training | HackerNoon

Anchored Value Iteration improves classical value iteration, achieving optimal performance and matching theoretical complexity bounds.
fromHackernoon
5 months ago
Data science

Let AI Tune Your Database Management System for You | HackerNoon

Reinforcement Learning optimizes decision-making by learning from interactions, maximizing rewards, and applying strategies across diverse fields.
fromHackernoon
6 months ago
Artificial intelligence

A Smarter Solution to Speeding Up AI Training | HackerNoon

Anchored Value Iteration improves classical value iteration, achieving optimal performance and matching theoretical complexity bounds.
more#optimization
#industrial-automation
Artificial intelligence
fromHackernoon
6 years ago

The Future of Robotics: AI-Powered Adaptation for Safer Workplaces | HackerNoon

The integration of AI is transforming traditional robotics, allowing for adaptive systems that enhance workplace safety and efficiency.
fromTechCrunch
7 months ago
Startup companies

Four-legged robot learns to climb ladders | TechCrunch

Quadrupedal robots, like ANYMal, have made significant advancements in navigating ladders using reinforcement learning and specialized end effectors.
Artificial intelligence
fromHackernoon
6 years ago

The Future of Robotics: AI-Powered Adaptation for Safer Workplaces | HackerNoon

The integration of AI is transforming traditional robotics, allowing for adaptive systems that enhance workplace safety and efficiency.
fromTechCrunch
7 months ago
Startup companies

Four-legged robot learns to climb ladders | TechCrunch

Quadrupedal robots, like ANYMal, have made significant advancements in navigating ladders using reinforcement learning and specialized end effectors.
more#industrial-automation
#ai-training
more#ai-training
fromHackernoon
1 year ago
Data science

GPT-4 vs. Humans: Validating AI Judgment in Language Model Training | HackerNoon

DPO effectively enhances text generation by optimizing both reward maximization and KL-divergence with minimal hyperparameter tuning.
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