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staminatang's Projects

acme icon acme

A library of reinforcement learning components and agents

active-domainrand icon active-domainrand

Code repository for Active Domain Randomization (CoRL 2019, https://arxiv.org/abs/1904.04762)

affectbased icon affectbased

Affect-based Intrinsic Rewards for Learning General Representations: https://arxiv.org/abs/1912.00403

awesome-real-world-rl icon awesome-real-world-rl

Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.

batch_rl icon batch_rl

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

bullet3 icon bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

cc-afbc icon cc-afbc

Advantage-Filtered Behavioral Cloning for Offline Continuous Control

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

coach icon coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

conpy icon conpy

Python package for power mapping and functional connectivity using DICS

cs330-stanford-2019 icon cs330-stanford-2019

My notes and assignment solutions for Stanford CS330 (Fall 2019) Deep Multi-Task and Meta Learning

d3rlpy icon d3rlpy

A data-driven deep reinforcement learning library as an out-of-the-box tool

d4rl icon d4rl

A benchmark for offline reinforcement learning.

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