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Sam Earle's Projects

particle-world icon particle-world

Simple particle simulation for join environment/agent optimization experiments.

pathlevel-eas icon pathlevel-eas

Path-Level Network Transformation for Efficient Architecture Search, in ICML 2018.

pyopenttd icon pyopenttd

OpenTTD is an open source simulation game based upon Transport Tycoon Deluxe

pytorch-baselines-micropolis icon pytorch-baselines-micropolis

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).

pytorch-noreward-rl icon pytorch-noreward-rl

pytorch implementation of Curiosity-driven Exploration by Self-supervised Prediction

rctai icon rctai

An open source re-implementation of RollerCoaster Tycoon 2 🎢

rctrl-baselines3-zoo icon rctrl-baselines3-zoo

A collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.

rl_a3c_pytorch icon rl_a3c_pytorch

A3C LSTM Atari with Pytorch plus A3G design - modified for Micropolis

stable-dreamfusion icon stable-dreamfusion

A pytorch implementation of text-to-3D dreamfusion, powered by stable diffusion.

tensorf icon tensorf

Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields

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