tesslerc Goto Github PK

academic-kickstart

actionrobustrl

Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.09184

adaptiverewards

Repository accompanying the ICML submission "Maximizing the Total Reward via Reward Tweaking"

conservativepolicygradient

Paper accompanying the IJCAI 2020 submission - Stabilizing Deep Reinforcement Learning with Conservative Updates

deeprl_midterm

Mid term HW assignment for Deep RL course

dqn_zoo

DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.

ensemble-bootstrapped-q-learning

Code accompanying the ICML paper "Ensemble Boostrapped Q Learning"

gac

Code accompanying NeurIPS 2019 paper: "Distributional Policy Optimization - An Alternative Approach for Continuous Control"

h-drln

Hierarchical Deep RL Network

impala-laser-pytorch

An extension of the Impala TorchBeast framework from Facebook.

malmo_rl

ml-papers-tldr

A summary of interesting Machine Learning (mostly Deep Learning) papers that I encounter.

pytorch-advantage-weighted-regression

A PyTorch Implementation of AWR (github.com/xbpeng/awr)

radixdlt-scrypto

Build fast, reward everyone, and scale without friction.

rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

sparse-il

Code accompanying the paper: Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces

td3

PyTorch implementation of TD3 and DDPG for OpenAI gym tasks

td3-jax

A JAX Implementation of the Twin Delayed DDPG Algorithm

tesslerc.github.io

torchbeast

A PyTorch Platform for Distributed RL