Skip to main content
wandb-finrl-hack
Projects
finrl_tweets
Reports
RL Model Improvement Dashboard

RL Model Improvement Dashboard

Observe the high level findings the team has gathered and monitor project progress
Jack Bailin, Dylan Paiton, Anmol Mann
Created on March 4|Last edited on April 14
Experiment 1: Hyperparameter OptimizationCurrent Best ResultsCurrent Best Results Against BenchmarkExperiment 2: Addition of Tweet DataRolling Sharpe Ratio: With vs. Without Tweet DataWithout Tweet Data: Cumulative Returns vs. BaselineWith Tweet Data: Cumulative Returns vs. BaselineMean Reward ComparisonHardware Utilization Comparison


Experiment 1: Hyperparameter Optimization

Current Best Results



Run set
22


Current Best Results Against Benchmark


Run set
22



Experiment 2: Addition of Tweet Data

Rolling Sharpe Ratio: With vs. Without Tweet Data


Run set
2


Without Tweet Data: Cumulative Returns vs. Baseline





Run: absurd-elevator-34
1



With Tweet Data: Cumulative Returns vs. Baseline



Run: glad-wood-33
1





Mean Reward Comparison


Run set
2



Hardware Utilization Comparison


Run set
2



Created with ❤️ on Weights & Biases.

https://wandb.ai/wandb-finrl-hack/finrl_tweets/reports/RL-Model-Improvement-Dashboard--VmlldzoxNjQ2MjAy
Made with Weights & Biases. Sign up or log in to create reports like this one.