1. 20 Sep 2026

    alphaXiv Highlights Research Tackling Reinforcement Learning Instability in Large ... - TipRanks

    ... large language models (LLMs). The post highlights a paper that attributes RL training instability to small mismatches between the rollout ...

    www.tipranks.com ↗
  2. 19 Sep 2026

    NYU Paper: History-Aware Offline RL with LSTM for Dense Chip Routing Convergence

    A September 2026 arXiv preprint from NYU researchers Afsara Khan and Austin Rovinski presents a history-aware offline reinforcement learning ...

    www.indexbox.io ↗
  3. 19 Sep 2026

    SSL-R1: Self-Supervised Visual Reinforcement Learning for Multimodal LLM Reasoning

    Reinforcement learning (RL) with verifiable rewards (RLVR) has demonstrated the great potential of enhancing the reasoning abilities in multimodal ...

    research.google ↗
  4. 19 Sep 2026

    SSL-R1: Self-Supervised Visual Reinforcement Learning for Multimodal LLM Reasoning

    Reinforcement learning (RL) with verifiable rewards (RLVR) has demonstrated the great potential of enhancing the reasoning abilities in multimodal ...

    research.google ↗
  5. 19 Sep 2026

    Controlling AI - The Statesman

    ... reinforcement learning. Since AI needs no human labellers, and since ... It claimed to have suspended reinforcement learning (RL) training on ...

    www.thestatesman.com ↗
  6. 18 Sep 2026

    Claude Leads 26% of Anthropic's AI R&D - 36氪

    ... training, reinforcement learning, evaluation platform fault diagnosis, RL sandbox network strategy, and inference service incident review.

    eu.36kr.com ↗
  7. 18 Sep 2026

    Xiaomi Livestreams MiMo-V2.6 Pro and Flash RL Post-Training Dashboard - Pandaily

    Xiaomi MiMo publicly streams MiMo-V2.6 Pro/Flash reinforcement-learning post-training—steps, tokens, rewards, and cost—at mimo.xiaomi.com/rl/, ...

    pandaily.com ↗
  8. 17 Sep 2026

    ReFiBuy Brings Continuously Improving Product Data to Claude Commerce Agent

    ... reinforcement learning (RL) product catalog improvement cycle." For merchandising and catalog teams managing large assortments, this creates a ...

    www.morningstar.com ↗
  9. 17 Sep 2026

    Amato publishes primer on cooperative multi-agent RL methods | AI Weekly

    Christopher Amato has posted a tutorial paper on cooperative multi-agent reinforcement learning, organizing the field around three settings: ...

    aiweekly.co ↗
  10. 17 Sep 2026

    ResidencyRL: Reinforcement Learning in Simulated Clinical Environments

    We present ResidencyRL, a reinforcement learning (RL) method for training clinical artificial intelligence (AI) agents through simulated multi-turn ...

    research.google ↗
  11. 17 Sep 2026

    ResidencyRL: Reinforcement Learning in Simulated Clinical Environments

    We present ResidencyRL, a reinforcement learning (RL) method for training clinical artificial intelligence (AI) agents through simulated multi ...

    research.google ↗
  12. 17 Sep 2026

    Xiaomi Publishes Live Post-Training Dashboard for Mimo 2.6 RL Run, Streams Real-Time ...

    Xiaomi launched a public, live dashboard tracking the reinforcement-learning post-training run for its Mimo 2.6 model, streaming reward curves and ...

    aiweekly.co ↗
  13. 16 Sep 2026

    NGU sampling method targets RL's 'Matthew Effect' in LLMs | AI Weekly

    Reinforcement learning makes language models much better at problems they were already close to solving. On the hard ones, the gains stay small.

    aiweekly.co ↗
  14. 16 Sep 2026

    ScienceBuddy paper nests harness evolution inside RL loop | AI Weekly

    The abstract calls this "recursive-in-recursive self-improvement, a paradigm that couples harness evolution with model reinforcement learning.

    aiweekly.co ↗
  15. 16 Sep 2026

    Is GPT-6 Sol Launch Imminent? OpenAI Poised for a Major AI Release Frenzy This Week

    "Sol 6 has invested very deeply in Reinforcement Learning (RL) and the effect is excellent. Dude, it's really extremely fast. OpenAI is leading in ...

    eu.36kr.com ↗
  16. 15 Sep 2026

    Bypassing inference bottlenecks: Accelerating complex AI search with Retrieve-for-Train

    Instead of forcing the model to expend a large thinking budget at ... Fan-out language model training: RL trains a fan-out language model to ...

    research.google ↗
  17. 15 Sep 2026

    NVIDIA Open-Sources FlashREINFORCE: Half Rollout Cost, Better Accuracy - Tech Times

    ... Reinforcement Learning Should Do REINFORCE. Why Agentic RL Training Has Become So Expensive. The core tension in training AI agents with ...

    www.techtimes.com ↗
  18. 14 Sep 2026

    OpenAI Ex-Co-Founder: What Is the Core Sticking Point of AI Recursive Self-Improvement?

    Regarding the effectiveness of Reinforcement Learning (RL), Millidge points out that a large number of successes attributed to RL actually come from ...

    eu.36kr.com ↗
  19. 14 Sep 2026

    Pairwise Classification as a Unified Framework for Offline Reinforcement Learning and ... - MDPI

    Offline reinforcement learning (offline RL) and large-language-model (LLM) alignment are typically studied as independent domains and each has ...

    www.mdpi.com ↗
  20. 13 Sep 2026

    RSI Still Has Major Technical Uncertainties, RL and Continual Learning Become Key Battlefields

    ... reinforcement learning" paradigm may encounter asymptotic bottlenecks in generalization, continual learning, and sample efficiency. The guests ...

    www.panewslab.com ↗
Sources

Where this comes from

Artificial Intelligence — Google

https://www.google.co.in/alerts/feeds/05832220720342067762/1990879549…

401 items Polled 20 Sep, 22:25 UTC 200

Agentic AI — Google

https://www.google.co.in/alerts/feeds/05832220720342067762/4849751788…

401 items Polled 20 Sep, 22:25 UTC 200

AI Agents — Google

https://www.google.co.in/alerts/feeds/05832220720342067762/4849751788…

401 items Polled 20 Sep, 22:25 UTC 200

Data Science — Google

https://www.google.co.in/alerts/feeds/05832220720342067762/4836803184…

401 items Polled 20 Sep, 22:25 UTC 200

Large Language Model — Google

https://www.google.co.in/alerts/feeds/05832220720342067762/8510459957…

401 items Polled 20 Sep, 22:25 UTC 200

Machine Learning — Google

https://www.google.co.in/alerts/feeds/05832220720342067762/4836803184…

401 items Polled 20 Sep, 22:25 UTC 200

Deep Learning — Google

https://www.google.co.in/alerts/feeds/05832220720342067762/1643871049…

401 items Polled 20 Sep, 22:25 UTC 200

LLMs Alignment — Google

https://www.google.co.in/alerts/feeds/05832220720342067762/5121641697…

44 items Polled 20 Sep, 22:25 UTC 200

AI Alignment — Google

https://www.google.co.in/alerts/feeds/05832220720342067762/1764885284…

401 items Polled 20 Sep, 22:25 UTC 200

Representation Learning — Google

https://www.google.co.in/alerts/feeds/05832220720342067762/1758013403…

138 items Polled 20 Sep, 22:26 UTC 200

Reinforcement Learning — Google

https://www.google.co.in/alerts/feeds/05832220720342067762/1720175169…

401 items Polled 20 Sep, 22:26 UTC 200

Generative AI — Google

https://www.google.co.in/alerts/feeds/05832220720342067762/7811591585…

401 items Polled 20 Sep, 22:26 UTC 200

Multimodal AI — Google

https://www.google.co.in/alerts/feeds/05832220720342067762/9568555102…

401 items Polled 20 Sep, 22:26 UTC 200

Mechanistic Interpretability — Google

https://www.google.co.in/alerts/feeds/05832220720342067762/8541059511…

33 items Polled 20 Sep, 22:26 UTC 200

RLHF — Google

https://www.google.co.in/alerts/feeds/05832220720342067762/7811591585…

27 items Polled 20 Sep, 22:26 UTC 200

Feeds are configured through the LEARN_FEEDS environment variable, so new sources can be added without a code change. Each poll sends the stored ETag and Last-Modified headers, so an unchanged feed answers 304 and costs the publisher nothing.