dojeon-ai / PLASTIC
Code for the paper "PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning" (NeurIPS 2023)
☆18Updated last year
Alternatives and similar repositories for PLASTIC:
Users that are interested in PLASTIC are comparing it to the libraries listed below
- Official codebase for GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning.☆19Updated 4 months ago
- ☆48Updated last year
- Latent Dynamics Mixture, NeurIPS 2021☆17Updated 2 years ago
- [ICML 2023] Variational Curriculum Reinforcement Learning for Unsupervised Discovery of Skills☆12Updated last year
- Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)☆42Updated 8 months ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆78Updated 4 months ago
- A PyTorch implementation of Advantage weighted Actor-Critic (AWAC)☆54Updated 4 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆67Updated 2 years ago
- Code for "SimbaV2: Hyperspherical Normalization for Scalable Deep Reinforcement Learning"☆40Updated last week
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆68Updated last year
- Official PyTorch implementation of "Discovering Hierarchical Achievements in Reinforcement Learning via Contrastive Learning" (NeurIPS 20…☆32Updated last month
- ☆79Updated last month
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated 11 months ago
- Meta-RL Model-Based Algorithm☆31Updated 10 months ago
- ☆18Updated last year
- Official code repository for Prompt-DT.☆107Updated 2 years ago
- Official repo for Offline RL for Online RL☆16Updated last year
- Code for the paper "On the Importance of Feature Decorrelation for Unsupervised Representation Learning for RL" (ICML 2023)☆11Updated last year
- Official PyTorch implementation of AlberDICE☆22Updated last year
- COOM: Benchmarking Continual Reinforcement Learning on Doom☆17Updated last month
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆25Updated last year
- ☆17Updated 3 months ago
- Code base for paper: Reparameterized Policy Learning for Multimodal Trajectory Optimization☆25Updated last year
- Clean, extensible implementation of MACAW [ICML 2021]☆13Updated 3 years ago
- Official implementation for the paper "Offline Meta RL - Identifiability Challenges and Effective Data Collection Strategies", NeurIPS 20…☆31Updated 3 years ago
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 4 years ago
- BeCL: Behavior Contrastive Learning for Unsupervised Skill Discovery.☆19Updated last year
- Official repository for Paper "Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression" (NeurIPS 2022)☆35Updated last year
- Official implementation of "Know Your Action Set: Learning Action Relations for Reinforcement Learning", Jain et al., ICLR 2022.☆17Updated 3 years ago
- Implemention of the Decision-Pretrained Transformer (DPT) from the paper Supervised Pretraining Can Learn In-Context Reinforcement Learni…☆60Updated 10 months ago