News

Reflection AI’s autonomous coding agent Asimov learns from more than just code
The company has developed an autonomous agent known as Asimov, introduced today. It has been trained to understand how ...
Forbes2mon
The Autonomous Advantage: Reinforcement Learning’s Role In The Next ...
The core idea behind reinforcement learning is for a system to learn in the same manner that people and animals learn—by taking actions and adjusting through trial ...
NextBigFuture2mon
Reinforcement Learning Does NOT Fundamentally Improve AI Models
Reinforcement Learning does NOT make the base model more intelligent and limits the world of the base model in exchange for early pass performances. Graphs show that after pass 1000 the reasoning ...
Geeky Gadgets2mon
Why Reinforcement Learning Could Be AI’s Biggest Flaw Yet
Explore the hidden trade-offs of reinforcement learning in AI and why base models might hold the key to true intelligence.
Wired4mon
Pioneers of Reinforcement Learning Win the Turing Award
Pioneers of Reinforcement Learning Win the Turing Award Having machines learn from experience was once considered a dead end.
www.cs.utexas.edu4mon
Online Kernel Selection for Bayesian Reinforcement Learning
This paper develops Replacing-Kernel RL, an online model selection method for GPTD using sequential Monte-Carlo methods. Replacing-Kernel RL is compared to standard GPTD and tile-coding on several RL ...
VentureBeat6mon
Open-source DeepSeek-R1 uses pure reinforcement learning to match ...
The company developed DeepSeek-R1 by using pure reinforcement learning on top of DeepSeek-V3-Base, and matched or beat o1 on some benchmarks.
GitHub1y
SimpleGrid: Simple Grid Environment for Gymnasium - GitHub
SimpleGrid is a super simple grid environment for Gymnasium (formerly OpenAI gym). It is easy to use and customise and it is intended to offer an environment for quickly testing and prototyping ...