Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)
☆80Aug 14, 2022Updated 3 years ago
Alternatives and similar repositories for EDAC
Users that are interested in EDAC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆29Feb 21, 2022Updated 4 years ago
- Code for Mildly Conservative Q-learning for Offline Reinforcement Learning (NeurIPS 2022)☆61Apr 29, 2024Updated last year
- Official PyTorch implementation of "Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data" (NeurIPS'23)☆15Dec 4, 2023Updated 2 years ago
- Conservative Q Learning on top of SAC☆138Oct 15, 2022Updated 3 years ago
- Code for conservative Q-learning☆476Dec 7, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Official PyTorch implementation of "Discovering Hierarchical Achievements in Reinforcement Learning via Contrastive Learning" (NeurIPS 20…☆36Feb 25, 2025Updated last year
- ☆35Jul 10, 2021Updated 4 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆112May 27, 2024Updated last year
- Conservative Q learning in Jax☆57Feb 7, 2023Updated 3 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆400Dec 18, 2021Updated 4 years ago
- ☆15Jun 1, 2023Updated 2 years ago
- ☆322Jan 23, 2022Updated 4 years ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆660Apr 6, 2021Updated 4 years ago
- Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)☆42Jul 20, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [NeurIPS 2022 Oral] The official implementation of POR in "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"☆57Apr 6, 2023Updated 2 years ago
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆163Jul 17, 2020Updated 5 years ago
- ☆44Sep 19, 2021Updated 4 years ago
- ☆19Jun 25, 2023Updated 2 years ago
- High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC…☆1,334Aug 3, 2023Updated 2 years ago
- ☆29Oct 3, 2023Updated 2 years ago
- Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)☆127Aug 30, 2024Updated last year
- Code for Latent Action Space for Offline Reinforcement Learning [CoRL 2020]☆53Oct 18, 2021Updated 4 years ago
- ☆203Mar 25, 2023Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official implementation for the paper "Offline Meta RL - Identifiability Challenges and Effective Data Collection Strategies", NeurIPS 20…☆31Nov 23, 2021Updated 4 years ago
- An offline deep reinforcement learning library☆1,648Sep 10, 2025Updated 6 months ago
- Benchmarked implementations of Offline RL Algorithms.☆77Mar 4, 2025Updated last year
- A collection of reference environments for offline reinforcement learning☆1,663Nov 18, 2024Updated last year
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆30Apr 30, 2021Updated 4 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆129Feb 8, 2022Updated 4 years ago
- Code for NeurIPS 2022 paper "Robust offline Reinforcement Learning via Conservative Smoothing"☆24Feb 15, 2023Updated 3 years ago
- Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)☆77Jun 23, 2023Updated 2 years ago
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆35Jan 5, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆19May 25, 2023Updated 2 years ago
- Learning from Trajectories via Subgoal Discovery☆12Dec 10, 2020Updated 5 years ago
- ☆80Dec 9, 2022Updated 3 years ago
- OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation☆16Aug 3, 2023Updated 2 years ago
- Pytorch implementations of RL algorithms, focusing on model-based, lifelong, reset-free, and offline algorithms. Official codebase for Re…☆110Jan 23, 2022Updated 4 years ago
- Official PyTorch implementation of "Rethinking Value Function Learning for Generalization in Reinforcement Learning" (NeurIPS 2022)☆14Feb 20, 2023Updated 3 years ago
- Official PyTorch implementation of "Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming" (ICML'23)☆13Jul 11, 2024Updated last year