fuyw Goto Github PK

hyq

Official code repo for paper: Hybrid RL: Using both offline and online data can make RL efficient.

inac_pytorch

ivr

Author's implementation of SQL and EQL in "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization"

jax-comln

Code for "Continuous-Time Meta-Learning with Forward Mode Differentiation" (ICLR 2022)

jax-meta-learning

A collection of meta-learning algorithms in Jax

jrlzoo

A collection of RL baselines in Jax.

lge

lleaves

Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.

logicstack-leetcode

公众号「宫水三叶的刷题日记」刷穿 LeetCode 系列文章源码

mammoth

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

meta-q-learning

Code for the paper "Meta-Q-Learning"( ICLR 2020)

minatar_exp

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

necsa

Official implementation of Neural Episodic Control with State Abstraction

neurips2021-meta-gradient-offpolicy-evaluation

Code for Unifying Gradient Estimators for Meta-Reinforcement Learning via Off-Policy Evaluation @ NeurIPS 2021

newexp

nn-zero-to-hero

Neural Networks: Zero to Hero

offline_neural_bandits

An official JAX-based code for our NeuraLCB paper, "Offline Neural Contextual Bandits: Pessimism, Optimization and Generalization", ICLR 2022.

outer-value-function-meta-rl

Code of the paper: Debiasing Meta-Gradient Reinforcement Learning by Learning the Outer Value Function

pgx

A collection of highly-parallel RL game environments written in JAX

plan2explore

Repository for the paper "Planning to Explore via Self-Supervised World Models"

pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

pomdp-baselines

Simple (but often Strong) Baselines for POMDPs in PyTorch - ICML 2022

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

quantized-gbdt

repl4rl

Representation Learning for RL

revisiting_rainbow

Revisiting Rainbow

riql

rlds

rlmc