boettiger-lab Goto Github PK

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?

ca-biosearch

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

communitydimensions

Power of signal detection for community ecology data and analyses with different dimensionality.

conservation-agents

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

conservation-gym

Website for collection of environments for reinforcement learning in ecological conservation issues

content-store

A content-based-storage location

data-tracker

Proof of concept for Content-Identifier Based Registry for streaming data sources

despot

:package: wrapper for the DESPOT algorithm for solving online POMDP problems

dfs-mdp

Diversified Farming Systems -- Markov Decision Process Model

earthdatalogin

Making public access of public data a bit easier

ecocurl

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

eml2schema

example-project

functional_diversity

Examining the relationship between functional diversity measures and species diversity across multiple community types.

future-of-fish

:notebook:

gpdd

:package: for the Global Population Dynamics Database

gym_climate

An :snake: OpenAI Gym to benchmark reinforcement learning solutions to climate change control problems :earth_americas: :robot:

gym_conservation

Ecological Conservation scenarios suitable for deep reinforcement learning applications

gym_ecosystem_services

gym_epidemic

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

gym_fishing

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

gym_template

A template that may be useful for generating OpenAI gyms with common infrastructure

gym_wildfire

info

:books: General information for the Boettiger Lab

k8s

Configuration for self-hosted Kubernetes cluster on lab workstations

leaderboard_template_sb3

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

lstm_example

mdplearning

:package: Bayesian Learning Algorithms for Markov Decision Processes

mee_tipping_point_forecasting

mesopelagic-fishing

Sally Dowd, senior thesis spring 2020