TonyLianLong / VAI-ReinforcementLearning
[CVPR 2021] Official Implementation of VAI: Unsupervised Visual Attention and Invariance for Reinforcement Learning
☆26Updated 2 years ago
Alternatives and similar repositories for VAI-ReinforcementLearning:
Users that are interested in VAI-ReinforcementLearning are comparing it to the libraries listed below
- Code for our NeurIPS 2020 paper Improving Generalization in Reinforcement Learning with Mixture Regularization☆32Updated 4 years ago
- Code for paper "Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning".☆14Updated 3 years ago
- Pre-Training Goal-based Models for Sample-Efficient Reinforcement Learning☆25Updated last year
- Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning (NeurIPS 2020)☆39Updated 4 years ago
- Model-Based Visual Planning with Self-Supervised Functional Distances (ICLR 2021)☆20Updated 3 years ago
- Collection of papers and resources for data augmentation (DA) in visual reinforcement learning (RL).☆74Updated 11 months ago
- Implantation of CtrlFormer☆28Updated 2 years ago
- ☆10Updated 2 years ago
- Codebase of NeurIPS 2022 paper ''Planning for Sample Efficient Imitation Learning''☆39Updated 2 years ago
- Code for ICLR 2022 paper Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL.☆26Updated 3 years ago
- Code for "World Model as a Graph: Learning Latent Landmarks for Planning" (ICML 2021 Long Presentation)☆65Updated 3 years ago
- Source code for the Self-Paced Deep Reinforcement Learning Experiments☆30Updated last year
- Generalizable Imitation Learning from Observation via Inferring Goal Proximity (NeurIPS 2021)☆23Updated 3 years ago
- ☆40Updated 3 years ago
- Codebase for ICLR 2023 paper, "SMART: Self-supervised Multi-task pretrAining with contRol Transformers"☆52Updated last year
- Instruction Following Agents with Multimodal Transforemrs☆52Updated 2 years ago
- Guide Your Agent with Adaptive Multimodal Rewards (NeurIPS 2023 Accepted)☆33Updated last year
- Latent Dynamics Mixture, NeurIPS 2021☆17Updated 2 years ago
- A PyTorch implementation of SSINet.☆16Updated 4 years ago
- Code for the paper "Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation"☆18Updated last year
- Masked World Models for Visual Control☆120Updated last year
- ☆48Updated last year
- [ICML 2019] Implementation of "Imitation Learning from Imperfect Demonstration"☆47Updated 5 years ago
- Code for NeurIPS 2021 paper "Curriculum Offline Imitation Learning"☆18Updated 2 years ago
- Code repository complementing the ICLR 2021 paper "Unsupervised Object Keypoint Learning using Local Spatial Predictability" (https://arx…☆9Updated last month
- ☆69Updated 2 years ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆52Updated 3 years ago
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 4 years ago
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆30Updated 3 years ago
- [ICLR 2022 Spotlight] Code for Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration☆26Updated 3 years ago