Top 20 Reinforcement Learning International News
Here's a summary of recent news and articles related to Reinforcement Learning (RL) as of August 29, 2025:
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"Bullshit Index" Tracks AI Misinformation: Common training techniques loosen AI’s commitment to the truth.
Source: spectrum.ieee.org -
AI Models Embrace Humanlike Reasoning: Researchers are pushing beyond chain-of-thought prompting to new cognitive techniques.
Source: spectrum.ieee.org -
What is reinforcement learning? An AI researcher explains a key method of teaching machines – and how it relates to training your dog: Computing pioneer Alan Turing suggested training machines with rewards and punishments.
Source: theconversation.com -
AI datasets have human values blind spots − new research: AI systems reflect human values. However, the human values embedded in AI are skewed to the utilitarian and away from the greater good.
Source: theconversation.com -
Former Google DeepMind Researchers Go Deep for Sales Triumph: Glyphic focuses on applying large language models and generative AI to transform B2B sales processes.
Source: analyticsindiamag.com -
DeepMind Wants to Take Humans Out of RLHF: The algorithm toggles between generating synthetic training data in the Grow step and optimising policies using filtered data in the Improve step.
Source: analyticsindiamag.com -
Google Introduces Offline Reinforcement Learning to Train AI Agents: Scaled Q-Learning can efficiently train RL agents to play Atari or pick up objects.
Source: analyticsindiamag.com -
Top Reinforcement Learning Algorithms: Reinforcement learning has several algorithms that take different approaches to give rewards to the machine.
Source: analyticsindiamag.com -
Imagine a World Without Reinforcement Learning: It is important but not the only technique we need to create intelligent systems, said Kohli DeepMind’s Head of Research (AI for science).
Source: analyticsindiamag.com -
Reinforcement Learning Rant Continues: Yann LeCun said that though RL is inevitable in machine learning, the purpose behind incorporating it in algorithms should be to eventually minimise its use.
Source: analyticsindiamag.com -
Yann LeCun Cherry-picks Reinforcement Learning: LeCun clearly is at odds with reinforcement learning and believes that for AI with common sense, it is not the way forward.
Source: analyticsindiamag.com -
DeepMind’s New AI Framework Helps Machines Understand Humans Better: The new framework uses reinforcement learning to build AI agents that can follow instructions, and safely perform actions in open-ended conditions.
Source: analyticsindiamag.com -
Is Reinforcement Learning Still Relevant?: While there are various practical applications of reinforcement learning, the concept as a whole poses some limitations when used in developing autonomous machine intelligence.
Source: analyticsindiamag.com -
How can language be used for exploration tasks in reinforcement learning: DeepMind researchers have introduced a novel method where agents are endowed with prior knowledge in the form of abstractions that are derived from large vision language models which are pretrained on image captioning data.
Source: analyticsindiamag.com -
How jump-start deals with exploration challenges in reinforcement learning: JSRL can improve the exploration process for initialising RL tasks by leveraging the prior policy.
Source: analyticsindiamag.com -
How can reinforcement learning be applied to transportation?: Reinforcement Learning is a real time decision making and strategy building technique combined with neural networks form a Deep Reinforcement Learning used complex problem solving.
Source: analyticsindiamag.com -
Google Wants To Change How Datasets Are Generated By Reinforcement Learning: Google AI has recently produced a new RL ecosystem, which has the ability to generate, share, and use datasets efficiently.
Source: analyticsindiamag.com -
The Silicon Dragon Goes Green: How China's Robot Revolution is Accidentally Saving the Planet: China's unprecedented deployment of industrial robots in factories, the world's biggest such effort, has initiated an unintentional environmental revolution.
Source: economictimes.indiatimes.com -
Claude AI to Prioritize Its Own "Welfare" by Breaking Off Abusive Chats: Anthropic has introduced a new protection for its AI assistant, Claude, allowing it to leave conversations that it considers abusive or damaging.
Source: economictimes.indiatimes.com -
AI breakthroughs spur race for superintelligence: ET traces the major LLM launches of 2025 — dubbed as the Year of AI model breakthroughs — and decodes the big hits and misses of the year so far.
Source: economictimes.indiatimes.com