rll-research / BPrefLinks
Official codebase for "B-Pref: Benchmarking Preference-BasedReinforcement Learning" contains scripts to reproduce experiments.
☆126Updated 3 years ago
Alternatives and similar repositories for BPref
Users that are interested in BPref are comparing it to the libraries listed below
Sorting:
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆75Updated 2 years ago
- A PyTorch implementation of Implicit Q-Learning☆83Updated 3 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆144Updated last year
- Diversity is All You Need: Learning Skills without a Reward Function in PyTorch.☆69Updated last year
- This repo relates to the survey paper <Goal-Conditioned Reinforcement Learning: Problems and Solutions>. We collects widely used benchmar…☆138Updated 2 years ago
- Conservative Q Learning on top of SAC☆132Updated 2 years ago
- ☆41Updated 2 years ago
- Official code repository for Prompt-DT.☆113Updated 2 years ago
- [ICML 2022] Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning☆35Updated 2 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆170Updated 3 years ago
- Representation Learning for RL☆126Updated 2 years ago
- Official Codebase for TMLR 2023, Benchmarks and Algorithms for Offline Preference-Based Reward Learning☆20Updated 2 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆103Updated last year
- ☆56Updated 2 years ago
- ☆274Updated 3 years ago
- Preference Transformer: Modeling Human Preferences using Transformers for RL (ICLR2023 Accepted)☆163Updated last year
- ☆198Updated 2 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆179Updated 3 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆170Updated 8 months ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆115Updated 3 years ago
- ☆49Updated 2 years ago
- Simple maze environments using mujoco-py☆57Updated last year
- ☆97Updated last year
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆34Updated 2 years ago
- Paper Collection for Imitation Learning in RL.☆147Updated 3 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆148Updated 3 years ago
- Continual reinforcement learning baselines: experiment specifications, implementation of existing methods, and common metrics. Easily ext…☆119Updated 2 years ago
- DMControl Generalization Benchmark☆173Updated last year
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆27Updated 3 years ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆129Updated 3 years ago