jannerm / trajectory-transformer
Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"
☆485Updated 2 years ago
Alternatives and similar repositories for trajectory-transformer:
Users that are interested in trajectory-transformer are comparing it to the libraries listed below
- Online Decision Transformer☆251Updated last year
- Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in Open…☆264Updated 2 years ago
- Code for conservative Q-learning☆427Updated 3 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆349Updated 3 years ago
- Imitation learning algorithms☆505Updated 7 months ago
- ☆257Updated 3 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆297Updated last year
- A collection of reference environments for offline reinforcement learning☆1,442Updated 4 months ago
- PyTorch implementation of Soft Actor-Critic (SAC)☆532Updated 3 years ago
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆313Updated 7 months ago
- An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"☆181Updated 2 years ago
- ☆338Updated 2 years ago
- PyTorch implementation of SAC-Discrete.☆299Updated 7 months ago
- Multi Task RL Baselines☆235Updated 3 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆583Updated 4 years ago
- (NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation☆214Updated 2 years ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆311Updated 11 months ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆668Updated 2 years ago
- ☆333Updated last year
- ☆193Updated 2 years ago
- Implementation of Trajectory Transformer with attention caching and batched beam search☆110Updated last year
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆487Updated 2 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆526Updated 3 years ago
- A collection of MARL benchmarks based on TorchRL☆366Updated this week
- PyTorch implementation of DreamerV2 model-based RL algorithm☆216Updated last year
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆617Updated 3 years ago
- Implementation of Dreamer v3 in pytorch.☆511Updated 5 months ago
- The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization☆725Updated last year
- A repository of high-performing hierarchical reinforcement learning models and algorithms.☆297Updated 2 years ago
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆379Updated 2 years ago