seohongpark / PMALinks
Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)
☆32Updated 2 years ago
Alternatives and similar repositories for PMA
Users that are interested in PMA are comparing it to the libraries listed below
Sorting:
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆70Updated last year
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆57Updated last year
- EARL: Environment for Autonomous Reinforcement Learning☆37Updated 2 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆81Updated 2 years ago
- Reinforcement Learning via Supervised Learning☆71Updated 3 years ago
- [ICLR 2023] Choreographer: a model-based agent that discovers and learns unsupervised skills in latent imagination, and it's able to effi…☆41Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆86Updated 7 months ago
- Lipschitz-constrained Unsupervised Skill Discovery (ICLR 2022)☆37Updated 2 years ago
- ☆17Updated last year
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆26Updated 2 years ago
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆78Updated last year
- Intrinsic Reward Matching (IRM) implementation (from Adeniji and Xie et al 2022)☆43Updated last year
- Foundation Policies with Hilbert Representations (ICML 2024)☆89Updated last year
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆86Updated last year
- Official release of CompoSuite, a compositional RL benchmark☆49Updated last year
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆59Updated 9 months ago
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆40Updated last year
- ☆14Updated 3 years ago
- Change-Based Exploration Transfer☆35Updated 3 years ago
- Source code for the paper "Policy Architectures for Compositional Generalization in Control"☆30Updated 3 years ago
- Public code for "Reinforcement Learning from Passive Data via Latent Intentions"☆89Updated last year
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated 11 months ago
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆26Updated 2 years ago
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆30Updated 4 years ago
- Mutual Information State Intrinsic Control (ICLR 2021 Spotlight)☆37Updated 4 years ago
- ☆48Updated last year
- My Body Is A Cage☆41Updated 4 years ago
- Guide Your Agent with Adaptive Multimodal Rewards (NeurIPS 2023 Accepted)☆33Updated last year
- ☆70Updated 3 years ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆54Updated 3 years ago