liubo-cs Goto Github PK

actor-critic-public

The source code for "An Actor Critic Algorithm for Structured Prediction"

african_drought_monitor

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

constrained_batch_policy_learning

craam2

deep_q_rl

Theano-based implementation of Deep Q-learning

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

duelingnetwork

The code of Dueling Network with chainer

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gps

Guided Policy Search

groundhog

Library for implementing RNNs with Theano

guided-policy-search

Implementation is mostly based on Sergey Levine work (http://www.eecs.berkeley.edu/~svlevine/).

icaps2022.github.io

Website for ICAPS 2022

keras-rl

Deep Reinforcement Learning for Keras.

liubo-cs.github.io

manifoldwarping

Code for the AAAI 2012 Manifold Warping paper: http://people.cs.umass.edu/~ccarey/pubs/ManifoldWarping.pdf

montezumarevenge_sdrl

nlrl

Source code of Neural Logic Reinforcement Learning (https://arxiv.org/abs/1904.10729)

prima

python-rl

Some Reinforcement Learning in Python

raam

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

rnn-for-spoken

RNN for Spoken Language Understanding

rnn-tutorial-gru-lstm

Language Model GRU with Python and Theano

rsirl

Risk-sensitive Inverse Reinforcement Learning

stochastic_value_gradient

Implementation of (Learning Continuous Control Policies by Stochastic Value Gradients)[https://arxiv.org/abs/1510.09142]

stops

tdlearn

sparse TD based on dann's code