#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
#ACA/USDT analysis :
#ACA is in a downtrend, forming lower lows (LLs) and lower highs (LHs) below the 200 exponential moving average (EMA). The price is currently facing resistance and is anticipated to decline from there, testing lower levels.
TF : 4H
Entry : $0.0438
Target : $0.0345
SL : $0.0500
#ACA/USDT analysis :
#ACA is currently experiencing a decline from the resistance zone after multiple tests. The price is anticipated to continue falling and test lower levels.
TF : 1D
Entry : $0.0910
Target : $0.0647
SL : $0.1090
#ACA/USDT analysis -
#ACA is currently in a downtrend, trading below the 200 EMA. The price has broken the neckline of the head and shoulders pattern. It is poised to exhibit downward momentum towards its previous swing low.
TF : 30min
Entry : $0.0516
Target : $0.0452
SL : $0.0541
🇰🇬 Жакшылык Мырзабеков тарыхты жаратты!
🔥 77 кг дивизиондо «Кыргыз Барс» аттуу жырткыч аңчылыкка чыкты! Алдыда Абубакар Вагаев менен чемпиондук курду бириктирүү үчүн беттеш калды.
#ACA уюмдун тарыхында эң бат бүткөн титулдук беттеш болуп тарыхта калды! 3️⃣3️⃣ секунд!
#ACA bounced back from the Green zone on 12H Time frame,now we are waiting for a pullback to the broken trendline to continue this run💎
❄️@signals_bitcoin_crypto❄️
❄️@Shadow_support0o❄️
#ACA/USDT
💹SPOT
🟢ENTRY PRICE: 1 - 1.5
(you can accumulate acala in these range. 1$ to 1.5$)
🛑Risk :LOW
➖➖➖➖➖➖➖➖➖➖
Long term target :500%+
Buy and hold in spot
➖➖➖➖➖➖➖➖
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