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Jon Perl's Projects

paper icon paper

🎴Facebook paper in javascript. Run the example w/ device emulation on

pedestrian-detector icon pedestrian-detector

Pedestrian detection using the TensorFlow Object Detection API. Includes multi GPU parallel processing inference.

planet icon planet

Deep Planning Network: Control from pixels by latent planning with learned dynamics

playwright icon playwright

Node library to automate Chromium, Firefox and WebKit with a single API

probability icon probability

Probabilistic reasoning and statistical analysis in TensorFlow

pytorch-a2c-ppo-acktr icon pytorch-a2c-ppo-acktr

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-qrnn icon pytorch-qrnn

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

pytorch-rl icon pytorch-rl

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

ray icon ray

A high-performance distributed execution engine

redux-recycle icon redux-recycle

:recycle: higher-order reducer to reset the redux state on certain actions

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rl-homework icon rl-homework

🤖 RL homework for Berkeley CS294-112 (Fall 18) and Sutton book

rlkit icon rlkit

Collection of reinforcement learning algorithms

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