Top Tweets for #agentR
๐ Meet Agent-R: The AI that learns from its mistakes in real-time! ๐ง
This clever agent uses "reflection" to dynamically improve its performance.
#AI #MachineLearning #AgentR #Innovation
.@ByteDanceOSS introduced a fascinating development, Agent-R.
Agent-R helps AI agents "reflect" on their mistakes as they work, learning from them dynamically.
Using Monte Carlo Tree Search (MCTS) method, Agent-R fixes errors as they occur, helping the agent learn to self-correct in real time.
What's special about Agent-R's workflow?
โช๏ธ It identifies 4 types of reasoning paths: initial, bad, good, and revision.
โช๏ธ Revision trajectories are fixed versions of the bad paths, which are used together with good paths for training the agent to self-correct.
Overall, Agent-R's benefits include:
- Dynamic error fixing
- Self-reflection
- Continuous learning
- It significantly improves the agent's ability to perform long, complex tasks more effectively: +5.59% improvement over other methods.
- Prevents the model from repeating mistakes or getting stuck in loops.
- It's open source
P.S. Interestingly, multi-task training with Agent-R was more effective than single-task training, so this method can be used to improve performance across different types of tasks.
Check out all the links below๐
Me telling you I am heading home without telling you I'm heading home. ๐๐ #agentR
Me: *Sees #AgentR is Live*
Me: *Tunes in*
Friend who's also listening: *Falls Over A Little*
Me:
https://t.co/nfe5WgdKBY
Iโm tuned into @Logical3Radio listening to the main man #agentR Come join #chills https://t.co/rvk3p2IqHD
Buzzing to have our track rip the airwaves apart on @Logical3Radio thank you so much #AgentR glad you guys love it so much ๐๐ป๐๐ป๐๐ป
๐คฃ๐คฃ๐คฃ๐คฃ๐คฃ๐คฃ
@unclescrooch
@emteethehustla_
@Robot_Boii
#HayiAbasazi #AgentR&B
https://t.co/uOviJb3UbP
@unclescrooch @OMFilmsSA Mina bro I'm watching #AgentR and #AgentB๐๐๐คฃ
@unclescrooch you did again mf2๐๐๐ Bheka keh I'll quarantine with your craft..upload daily plz ngang dini๐คฃ๐คฃ๐คฃ๐ฉ๐
Agent R & B... ๐ฟ๐ฆ๐ค๐
Full Episode On YouTube
Cc: @unclescrooch @lethulight @leongumede
#Day1 #SouthAfricaLockdown #AgentR&B #RobotBoii #LethuLights #LeonGumede #OMFilms
@lemanoir @JenniferLamboll & #AgentR introduced @muscles10 & I to #AperolSpritz AND the beauty of @lemanoir #1day we WILL get to do this ๐ฅ๐ฅ
A review of Agent R by happy customer Ali Baqer:
"Great results in a short time"
More info here: https://t.co/D7fewOBroI
#lamuscle #training #agentr #bodybuilding #buildmuscle #testobooster #testo #testosterone #workout #fitness #exercise #weightlifting #muscle #lean #gym
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