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Hazekiah Wang's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cs294-112_hws icon cs294-112_hws

My solution to assignments in UC Berkeley CS294-112: Deep Reinforcement Learning

detectron2 icon detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

fastai icon fastai

The fast.ai deep learning library, lessons, and tutorials

figaro icon figaro

Source code for "FIGARO: Generating Symbolic Music with Fine-Grained Artistic Control"

gst-tacotron icon gst-tacotron

A tensorflow implementation of the "Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis"

handful-of-trials icon handful-of-trials

Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

hazekiahwon.github.io icon hazekiahwon.github.io

:triangular_ruler: A flexible two-column Jekyll theme perfect for building personal sites, blogs, and portfolios.

mattnet icon mattnet

MAttNet: Modular Attention Network for Referring Expression Comprehension

meta-critic-networks icon meta-critic-networks

Pytorch code for Arxiv Paper: Learning to learn: Meta-Critic Networks for Sample-Efficient Learning

oyster icon oyster

In-progress implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)

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-maml-rl icon pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

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.

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