#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
#XTZ/USDT analysis :
#XTZ is in an uptrend and has broken out above the 200 EMA and previous highs. Currently, the price is retesting the previous resistance zone, which has now turned into support. It is anticipated that the price will rebound from this level and resume bullish momentum to test the previous highs.
TF : 1D
Entry : $1.012
Target : $1.800
SL : $0.783
#XTZ/USDT analysis :
#XTZ has broken below the 200 EMA and has retested it. Currently, the price is encountering resistance from the resistance zone, and it is expected to decline from here. A drop is anticipated, potentially leading to a test of previous lows.
TF : 2H
Entry : $1.420
Target : $1.150
SL : $1.530
#XTZ/USDT analysis :
#XTZ has broken out and retested the previous swing high and the 200 EMA. The price is expected to bounce back from this level and test the higher levels.
TF : 4H
Entry : $0.694
Target : $0.744
SL : $0.661
#XTZ/USDT analysis :
#XTZ is again approaching the 200 EMA resistance after facing rejection from there and is expected to continue its bearish momentum once the zone is tested. The previous low will be the target level.
TF : 2H
Entry : $0.687
Target : $0.591
SL : $0.709