From-scratch implementation and replication of results found in OpenAI's "Hindsight Experience Replay"
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Updated
Jul 30, 2024 - Python
From-scratch implementation and replication of results found in OpenAI's "Hindsight Experience Replay"
An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning
Rehearsal backend focused on performance, written in C++
Towards Rehearsal-based Continual Learning at Scale: distributed CL with Horovod + PyTorch
Lunar Lander training using Deep-Q-Learning
Tackling continual learning as part of a project for university
Off-Policy Correction for Actor-Critic Algorithms in Deep Reinforcement Learning
QWOP agent
M.Sc. thesis on Continual Learning for Non-Autoregressive Neural Machine Translation
A multi agent reinforcement learning environment where two agents controlled by DRQNs play a custom version of the pursuit-evasion game.
Repository containing code for the paper "Meta-Learning with Sparse Experience Replay for Lifelong Language Learning".
Implementation of "Episodic Memory in Lifelong Language Learning"(NeurIPS 2019) in Pytorch
All in one - Everything useful about Aircrack-ng
Repo for WSC paper https://arxiv.org/abs/2006.09919 or https://informs-sim.org/wsc20papers/028.pdf
(TNNLS) Prioritized Experience-Based Reinforcement Learning with Human Guidance for Autonomous Driving
XARL: Explanation-Aware Reinforcement Learning
Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms
An Optimistic Approach to the Q-Network Error in Actor-Critic Methods
Observe your machine learning to play a video game
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