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spartmanavon's Projects

ai-safety-gridworlds icon ai-safety-gridworlds

This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents.

angular icon angular

The modern web developer’s platform

ant-env icon ant-env

Ant Gather and Ant Maze envs, separated from RLLab

atari-rl icon atari-rl

Atari - Deep Reinforcement Learning algorithms in TensorFlow

bsuite icon bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

causalai icon causalai

Salesforce CausalAI Library: A Fast and Scalable framework for Causal Analysis of Time Series and Tabular Data

cmapoptimizer icon cmapoptimizer

Monte Carlo simulated annealing to optimize the CMAP potentials in molecular mechanics force fields with reweighting calculation

deepseaquest icon deepseaquest

deep reinforcement learning agent for atari 2600 game Seaquest

ethz-safe-learning icon ethz-safe-learning

Safe Model-Based Reinforcement Learning via Ensembles and Model Predictive Control

gym-mo icon gym-mo

Simulation environments for Multi-Objective Reinforcement Learning (MORL)

gym-safety icon gym-safety

Simple gym environments for safety in Reinforcement Learning Research

leavenotrace icon leavenotrace

Leave No Trace is an algorithm for safe reinforcement learning.

mml icon mml

Molecular Modeling Lite: Lightweight molecular mechanics, geometry optimizations, and molecular dynamics code for teaching.

molecular_dynamics icon molecular_dynamics

Simulated annealing and replica exchange implementation in Python and using NumPy library

morl icon morl

Multi-Objective Reinforcement Learning

morl-1 icon morl-1

Multi-Objective Reinforcement Learning sandbox

morlbench icon morlbench

Multiobjective Reinforcement Learning Benchmark Suite

neat-novelty-mario icon neat-novelty-mario

This program shows "Mario" learning to grab all the coins and kill all the enemies in this homemade simulator. Mario learns using machine learning algorithms NEAT and Novelty search.

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