HxLyn3 / Machine-LearningLinks
Some notes and solutions to "Machine Learning" authored by Zhi-Hua Zhou
☆11Updated 4 years ago
Alternatives and similar repositories for Machine-Learning
Users that are interested in Machine-Learning are comparing it to the libraries listed below
Sorting:
- Faster RCNN using TensorFlow☆10Updated 3 years ago
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆22Updated last year
- Official codebase for "B-Pref: Benchmarking Preference-BasedReinforcement Learning" contains scripts to reproduce experiments.☆132Updated 4 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆159Updated 2 years ago
- [NeurIPS'20] Code for the paper "Offline Imitation Learning with a Misspecified Simulator"☆12Updated 4 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆176Updated last year
- Diversity is All You Need: Learning Skills without a Reward Function in PyTorch.☆85Updated 2 years ago
- [ICML 2022] Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning☆37Updated 3 years ago
- A PyTorch implementation of Implicit Q-Learning☆93Updated 4 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆182Updated 3 years ago
- ☆60Updated last month
- Paper Collection for Batch RL with brief introductions.☆84Updated 3 years ago
- re-implementation of the offline model-based RL algorithm MOPO in pytorch☆25Updated 3 years ago
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆29Updated 3 years ago
- A beginner-friendly repository on Deep Reinforcement Learning (RL), written in PyTorch.☆26Updated 5 months ago
- ☆30Updated 3 years ago
- This repo relates to the survey paper <Goal-Conditioned Reinforcement Learning: Problems and Solutions>. We collects widely used benchmar…☆143Updated 2 years ago
- ☆58Updated 2 years ago
- Representation Learning for RL☆129Updated 2 years ago
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆79Updated 3 years ago
- Paper Collection for Imitation Learning in RL.☆152Updated 3 years ago
- Conservative Q Learning on top of SAC☆135Updated 3 years ago
- Code accompanying the paper Adversarially Trained Actor Critic for Offline Reinforcement Learning by Ching-An Cheng*, Tengyang Xie*, Nan …☆72Updated 2 years ago
- Official code for "RAMBO: Robust Adversarial Model-Based Offline RL", NeurIPS 2022☆32Updated 2 years ago
- A variant of Varibad that is robust to difficult tasks☆11Updated 2 years ago
- Reading List☆35Updated 2 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆112Updated last year
- PyTorch implementation of the implicit Q-learning algorithm (IQL)☆44Updated 4 years ago
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆35Updated 3 years ago
- This repository provides a survey on the applications of deep generative models for offline reinforcement learning and imitation learning…☆53Updated 8 months ago