RU-Automated-Reasoning-Group / pi-PRL
ICLR'22 Programmatic Reinforcement Learning
☆16Updated 2 years ago
Alternatives and similar repositories for pi-PRL:
Users that are interested in pi-PRL are comparing it to the libraries listed below
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆55Updated 9 months ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆67Updated 2 years ago
- The Official Code for Offline Model-based Adaptable Policy Learning (NeurIPS'21 & TPAMI)☆23Updated last year
- Code for "Masked Autoencoding for Scalable and Generalizable Decision Making". NeurIPS 2022☆44Updated last year
- Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".☆46Updated last year
- ☆31Updated 2 years ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆56Updated 6 months ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆100Updated 10 months ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆62Updated last year
- ☆44Updated last year
- Authors' PyTorch implementation of 'Recomposing the Reinforcement Learning Building-Blocks with Hypernetworks' (HypeRL)☆25Updated 3 years ago
- Official Codebase for TMLR 2023, Benchmarks and Algorithms for Offline Preference-Based Reward Learning☆20Updated 2 years ago
- ☆24Updated 2 years ago
- TensorFlow implementation for our paper "Learning Long-Term Reward Redistribution via Randomized Return Decomposition"☆19Updated 3 years ago
- Implemention of the Decision-Pretrained Transformer (DPT) from the paper Supervised Pretraining Can Learn In-Context Reinforcement Learni…☆62Updated 10 months ago
- (NeurIPS '22) LISA: Learning Interpretable Skill Abstractions - A framework for unsupervised skill learning using Imitation☆26Updated 2 years ago
- Github repo for HIDIO: Hierarchical Reinforcement Learning by Discovering Intrinsic Options☆45Updated 3 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆112Updated 3 years ago
- Learning diverse options through the Laplacian representation.☆23Updated last year
- ☆48Updated last year
- Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"☆23Updated last year
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆24Updated 2 years ago
- ☆14Updated last year
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆30Updated 3 years ago
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated last year
- Author's PyTorch implementation of SR-DICE for marginalized importance sampling☆16Updated 3 years ago
- Codes for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023☆28Updated last year
- ☆16Updated last year
- Conservative Q learning in Jax☆53Updated 2 years ago
- Reward shaping approach for instruction following settings, leveraging language at multiple levels of abstraction.☆21Updated 4 years ago