Manchery / iql-pytorchLinks
Unofficial PyTorch implementation (replicating paper results) of Implicit Q-Learning (In-sample Q-Learning) for offline RL
☆23Updated 10 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:
- Source files to replicate experiments in my ICLR 2022 paper.☆70Updated last month
- Advantage weighted Actor Critic for Offline RL☆50Updated 3 years ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆88Updated 9 months ago
- EARL: Environment for Autonomous Reinforcement Learning☆37Updated 2 years ago
- ☆57Updated 2 years ago
- Official repository for Paper "Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression" (NeurIPS 2022)☆36Updated last year
- Official implementation of Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Reweighting☆17Updated last year
- Code for Latent Action Space for Offline Reinforcement Learning [CoRL 2020]☆53Updated 3 years ago
- Authors' PyTorch implementation of 'Recomposing the Reinforcement Learning Building-Blocks with Hypernetworks' (HypeRL)☆24Updated 4 years ago
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆27Updated 2 years ago
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆30Updated 4 years ago
- [ICLR 2023 Oral] The official implementation of SQL and EQL in "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Reg…☆44Updated 2 years ago
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆35Updated 2 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆67Updated 3 years ago
- Code base for paper: Reparameterized Policy Learning for Multimodal Trajectory Optimization☆27Updated 2 years ago
- ☆17Updated 3 years ago
- ☆32Updated 4 years ago
- Official repository for paper "Conservative Offline Distributional Reinforcement Learning" (NeurIPS 2021)☆21Updated 4 years ago
- ☆51Updated 2 months ago
- ☆48Updated 2 years ago
- ☆16Updated 2 years ago
- ☆24Updated last year
- Simple maze environments using mujoco-py☆57Updated last year
- ExORL: Exploratory Data for Offline Reinforcement Learning☆115Updated 3 years ago
- ☆14Updated 4 years ago
- Code for ICLR 2022 paper Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL.☆27Updated 3 years ago
- ☆54Updated last year
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆65Updated last year
- ☆19Updated last year
- [ICLR 2022 Spotlight] Code for Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration☆28Updated 3 years ago