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ymzhang01's Projects

access-control icon access-control

OpenAI gym implementation of access-control queuing task (Sutton and Barto 2018)

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

focops icon focops

Pytorch Implementation for First Order Constrained Optimization in Policy Space (FOCOPS).

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

oyster icon oyster

Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-maml icon pytorch-maml

PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400

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.

safety-starter-agents icon safety-starter-agents

Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

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