boettiger-lab/conservation-gym

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boettiger-lab/conservation-gym

boettiger-lab

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

earthdatalogin

Making public access of public data a bit easier

pomdp-intro

📓 A separate repo for first pomdp paper (AmNat)

nasa-topst-env-justice

Examining Environmental Justice through Open Source, Cloud-Native Tools

rl-intro

Paper introducing deep RL approaches for conservation problems

sarsop

📦 A library for solving POMDPs

gym_fishing

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

mdplearning

📦 Bayesian Learning Algorithms for Markov Decision Processes

servers

🖥️ Config files for lab cloud servers

conservation-agents

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

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?

rl4caribou

RL for Caribou Conservation

Jupyter Notebook

pomdpplus

📦 pomdp planning and learning in uncertain systems

quarto-project-template

gym_climate

An 🐍 OpenAI Gym to benchmark reinforcement learning solutions to climate change control problems 🌎 🤖

k8s

Configuration for self-hosted Kubernetes cluster on lab workstations

rl-leaderboard

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

tool-calling

Teaching LLMs to use tools

Jupyter Notebook

nautilus

Infrastructure for the National Research Platform

neon-forecast

Exploration of forecasting with NEON data

despot

📦 wrapper for the DESPOT algorithm for solving online POMDP problems

gym_epidemic

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

multispecies-modeling-inference

📓 Copy of appendices from Warton et al 2015 (https://doi.org/10.1016/j.tree.2015.09.007)

gym_wildfire

gpdd

📦 for the Global Population Dynamics Database

gym_conservation

Ecological Conservation scenarios suitable for deep reinforcement learning applications

mee_tipping_point_forecasting

EcoCuRL

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

solara-test

Jupyter Notebook

rl-template

Template repository for rl-leaderboard submissions

repo2docker-r

JupyterHub-based repo2docker template for R