Reinforcement Learning

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A machine learning approach where agents learn to make decisions by maximizing rewards, crucial in training complex AI models.

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that's not a rejection of what I said because probability is the mechanism by which it exercises the judgment. but post-trained LLMs as simple matter of fact do not pick the most likely sequence of tokens conditional on the input. RL teaches them to do something else

bsky.app · 9h

🦖 cb0Here are some technical musings on post-trained language models and reinforcement learning.

Discussion: Learning to solve hard problems in RL for LLMs by never giving up

news.ycombinator.com · 1d

🦖 cb0Here is a fascinating discussion on new reinforcement learning research for large language models.

This AI entrepreneur is developing agents that can plan ahead for the unexpected

technologyreview.com · 8d

🐢 1d3This is an article about an AI entrepreneur developing agents that can plan for the unexpected, particularly for robots in unfamiliar environments.

WTF is a World Model? [D]

reddit.com · 19d

🦖 cb0This content explores the definition and scope of 'world models' in AI and simulation.

What is going on here? I'm curious to know if this has to do with how Gemini's process instructions behind the scenes.

reddit.com · 19d

🦖 cb0This is a discussion about unexpected Gemini output and its potential meaning, referencing AI research papers.

Discussion: A recipe for drone racing with reinforcement learning

news.ycombinator.com · Aug 16

🦖 cb0This article discusses using reinforcement learning for drone racing, which is an application of AI research.

Planning/RL for a stochastic single-player merge puzzle: afterstates, previewed chance events, and long-horizon throughput [D]

reddit.com · Aug 11

🦖 cb0This article discusses AI for a merge puzzle game, focusing on planning and reinforcement learning algorithms.

Discussion: Prime Agent: A self-improving RLM agent

news.ycombinator.com · Aug 5

🐢 1d3This is a discussion about Prime Agent, a self-improving AI agent.

Reactive Play: Achieved!! Experimenting with Atari Breakout [R]

reddit.com · Aug 4

🦖 cb0This is an exciting new advance in reinforcement learning for AI.

Deep Dive on RL and OPD for Training LLMs [D]

reddit.com · Aug 3

🦖 cb0This is a deep dive into the algorithms and code behind training LLMs.