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
- [ICML 2022] Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning☆40Updated 3 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆161Updated 2 years ago
- Official codebase for "B-Pref: Benchmarking Preference-BasedReinforcement Learning" contains scripts to reproduce experiments.☆133Updated 4 years ago
- re-implementation of the offline model-based RL algorithm MOPO in pytorch☆25Updated 3 years ago
- Reading List☆35Updated 2 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆183Updated 3 years ago
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆29Updated 3 years ago
- Code accompanying the paper Adversarially Trained Actor Critic for Offline Reinforcement Learning by Ching-An Cheng*, Tengyang Xie*, Nan …☆72Updated 3 years ago
- Diversity is All You Need: Learning Skills without a Reward Function in PyTorch.☆85Updated 3 weeks ago
- [NeurIPS'20] Code for the paper "Offline Imitation Learning with a Misspecified Simulator"☆12Updated 4 years ago
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆79Updated 3 years ago
- ☆10Updated last year
- Representation Learning for RL☆130Updated 2 years ago
- ☆60Updated last week
- ☆21Updated 2 years ago
- A PyTorch implementation of Implicit Q-Learning☆94Updated 4 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆176Updated last year
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning (NeurIPS 2023)☆117Updated last year
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆113Updated last year
- Official code for "RAMBO: Robust Adversarial Model-Based Offline RL", NeurIPS 2022☆32Updated 2 years ago
- ☆60Updated 3 years ago
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆94Updated 2 years ago
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆35Updated 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
- Conservative Q Learning on top of SAC☆136Updated 3 years ago
- ☆30Updated 3 years ago
- ☆25Updated last year
- [ICLR 2025] Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning.☆83Updated 5 months ago