Aayush Agarwal

**Describe the solution you'd like** Find the most popular sequence of actions **Additional context** On providing the folder containing the logs of all agents, sort it on the basis of...

**Describe the solution you'd like** Using the weighted mean of the average ages of all the agents as a metric for hyperparameter tuning. Note: You only start working on the...

**Describe the solution you'd like** Diversity in Action would help infer whether the agent is performing a diverse range of actions or limiting itself to a few actions. Hence the...

**Describe the solution you'd like** A graph would make it easier to comprehend and infer results from the diversity in action metric. The graph should be suitable and insightful which...

**Describe the solution you'd like** Instead of obtaining the statistics of the agents only at the end, adding Live Statistics would make It easier to draw inferences throughout the life...

**Describe the solution you'd like** Instead of visualizing the environment for all the agents, select a particular agent and view the environment for that agent only. Note: You only start...

**Describe the solution you'd like** Instead of using a python script, a GUI can be used for training, with different hyperparameters available as drop-down lists. Note: You only start working...

**Describe the bug** Currently, hypertune is just trying out the various metrics and not returning the most appropriate set of hyperparameters. **Expected behavior** The hypertune should try out all the...