#python#agent#agentic_ai#grpo#kimi_ai#llms#lora#qwen#qwen3#reinforcement_learning#rl
ART is a tool that helps you train smart agents for real-world tasks using reinforcement learning, especially with the GRPO method. The standout feature is RULER, which lets you skip the hard work of designing reward functions by using a large language model to automatically score how well your agent is doing—just describe your task, and RULER takes care of the rest. This makes building and improving agents much faster and easier, works for any task, and often performs as well as or better than hand-crafted rewards. You can install ART with a simple command and start training agents right away, even on your own computer or with cloud resources.
https://github.com/OpenPipe/ART
#REN/USDT analysis :
#REN is currently consolidating within support and resistance zones. The price has rejected from the 200 EMA and is now expected to test the previous swing low support levels. For a short entry, it is advisable to wait for a pullback to the 200 EMA.
TF : 4H
Entry : $0.03791
Target : $0.03328
SL : $0.04056
#REN/USDT analysis :
#REN is currently consolidating near a resistance zone. The price is facing difficulty in breaking the resistance zone upside. Wait for the price to break the $0.0360 level for a confirmed entry. Previous lows will be the target level.
TF : 4H
Entry : $0.0360
Target : $0.0294
SL : $0.0401
#REN/USDT analysis -
#REN is consolidating sideways in a correction phase within a downtrend. The price is currently facing rejection in the resistance zone. There is a high probability that the price will continue its bearish momentum and decline from there to test the support zone.
TF : 2h
Entry : $0.0486
Target : $0.0446
SL : $0.0506
Amazon планирует использовать ИИ для ускорения процессов производства фильмов и сериалов. Проект студии с искусственным интеллектом направлен на сокращение расходов и упрощение творческого процесса.
Знаю один российский федеральный телеканал, который ещё 2 года назад запустил такую студию.
#REN
#REN is retesting the broken falling wedge pattern on Weekly Time frame,we need bullish momentum to decide to buy💎
❄️@signals_bitcoin_crypto❄️
❄️@Shadow_support0o❄️