Boettiger Lab, UC Berkeley

k8s

Configuration for self-hosted Kubernetes cluster on lab workstations

rl4greencrab

Using RL for invasive Green Crab management

rl4caribou

RL for Caribou Conservation

neon4cast-darts-ml

sarsop

:package: A library for solving POMDPs

earthdatalogin

Making public access of public data a bit easier

servers

:desktop_computer: Config files for lab cloud servers

nasa-topst-env-justice

Examining Environmental Justice through Open Source, Cloud-Native Tools

example-project

CA-BioSearch

I slapped a chatGPT front-end onto a shiny app to make querying from a GBIF database easier

rl-leaderboard

Automatically evaluate, score, and visualize submitted RL agents against relevant conservation gyms

rl4caribou-old

exploring RL policies of caribou

neon4cast-darts-submit

rl_eco_benchmarks

EcoCuRL

Deep reinforcement learning and curriculum learning for invasive species management, particularly geared towards invasive crabs in northwestern US.

solara-test

noaa-open-science-codespaces

approx-model-or-approx-soln

When is an approximate solution to a more realistic model better than an optimal solution to a highly stylized one?

gym_fishing

:snake: An OpenAI Gym to benchmark AI Reinforcement Learning algorithms in fisheries-related control problems

taxadb-cache

Cache for taxadb files

gym_epidemic

🐍 An OpenAI Gym to benchmark AI Reinforcement Learning algorithms in epidemic control problems

USC-tutorial

neon4cast-teaching-example

quarto-project-template

conservation-agents

:snake: Artificial Intelligence Agents trained by Reinforcement Learning to solve common conservation challenges

mee_tipping_point_forecasting

scratch

:file_cabinet:

rl-intro

Paper introducing deep RL approaches for conservation problems

dfs-mdp

Diversified Farming Systems -- Markov Decision Process Model

leaderboard_template_sb3

Template repo to assist with submitting SB3 models to the Conservation Agents Leaderboard.