Manchery / iql-pytorchLinks
Unofficial PyTorch implementation (replicating paper results) of Implicit Q-Learning (In-sample Q-Learning) for offline RL
☆22Updated 7 months ago
Alternatives and similar repositories for iql-pytorch
Users that are interested in iql-pytorch are comparing it to the libraries listed below
Sorting:
- ☆24Updated last year
- ☆16Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆84Updated 6 months ago
- Source files to replicate experiments in my ICLR 2022 paper.☆71Updated 11 months ago
- ☆47Updated 6 months ago
- Official repository for paper "Conservative Offline Distributional Reinforcement Learning" (NeurIPS 2021)☆21Updated 3 years ago
- ☆56Updated 2 years ago
- ☆48Updated last year
- Official repository for Paper "Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression" (NeurIPS 2022)☆35Updated last year
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆30Updated 4 years ago
- Official implementation of NeurIPS'23 paper, Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets☆26Updated last year
- ☆53Updated last year
- Authors' PyTorch implementation of 'Recomposing the Reinforcement Learning Building-Blocks with Hypernetworks' (HypeRL)☆25Updated 3 years ago
- Code base for paper: Reparameterized Policy Learning for Multimodal Trajectory Optimization☆25Updated last year
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated last year
- EARL: Environment for Autonomous Reinforcement Learning☆37Updated 2 years ago
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆39Updated last year
- OpenAI gym environments for goal-conditioned and language-conditioned reinforcement learning☆14Updated 3 months ago
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆26Updated 2 years ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆62Updated last year
- Implementation of Tactical Optimistic and Pessimistic value estimation☆26Updated last year
- ☆15Updated 2 years ago
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆34Updated 2 years ago
- Code for ICLR 2022 paper Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL.☆26Updated 3 years ago
- Official code for ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning (AAAI'24)☆13Updated last year
- ☆33Updated 2 years ago
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆31Updated 2 years ago
- Pytorch Implementation of Learning Latent Dynamic Robust Representations for World Models☆17Updated last year
- Official repo for Offline RL for Online RL☆16Updated last year
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆26Updated 2 years ago