siyan-zhao / decision-stacks
Implementation of Decision Stacks: Flexible RL via Modular Generative Models [NeurIPS 2023]
☆12Updated last year
Alternatives and similar repositories for decision-stacks:
Users that are interested in decision-stacks are comparing it to the libraries listed below
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆32Updated last year
- ☆15Updated last year
- Public code for "Reinforcement Learning from Passive Data via Latent Intentions"☆86Updated last year
- My Body Is A Cage☆38Updated 3 years ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆54Updated 10 months ago
- Code for "World Model as a Graph: Learning Latent Landmarks for Planning" (ICML 2021 Long Presentation)☆66Updated 3 years ago
- Code for "Masked Autoencoding for Scalable and Generalizable Decision Making". NeurIPS 2022☆43Updated 10 months ago
- PyTorch Package For Quasimetric Learning☆41Updated 2 months ago
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆25Updated 2 years ago
- Code for the paper "Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference"☆39Updated 6 months ago
- PyTorch code accompanying the paper "Imitating Graph-Based Planning with Goal-Conditioned Policies" (ICLR 2023).☆19Updated last year
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆52Updated 3 months ago
- Code for the paper "Learning Options via Compression" at NeurIPS 2022☆23Updated 2 years ago
- Clean, extensible implementation of MACAW [ICML 2021]☆13Updated 3 years ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆60Updated last year
- ☆14Updated 2 years ago
- Image-based gridworld experiment for learning Markov state abstractions☆19Updated 4 months ago
- Guide Your Agent with Adaptive Multimodal Rewards (NeurIPS 2023 Accepted)☆33Updated last year
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆53Updated 6 months ago
- code for CoRL 2020 paper "Contrastive Variational Model-Based Reinforcement Learning for Complex Observations"☆24Updated 3 years ago
- ☆29Updated last year
- Mutual Information State Intrinsic Control (ICLR 2021 Spotlight)☆37Updated 3 years ago
- ☆26Updated last year
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆31Updated 3 years ago
- (NeurIPS '22) LISA: Learning Interpretable Skill Abstractions - A framework for unsupervised skill learning using Imitation☆25Updated last year
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆23Updated last year
- Code repository complementing the ICLR 2021 paper "Unsupervised Object Keypoint Learning using Local Spatial Predictability" (https://arx…☆9Updated 3 weeks ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆29Updated 5 months ago
- ☆31Updated 10 months ago
- ☆13Updated last year