nikhilbarhate99 / min-decision-transformer
Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym
☆256Updated 2 years ago
Alternatives and similar repositories for min-decision-transformer:
Users that are interested in min-decision-transformer are comparing it to the libraries listed below
- An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"☆174Updated last year
- Online Decision Transformer☆246Updated 11 months ago
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆469Updated 2 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆339Updated 3 years ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆129Updated 8 months ago
- Code for conservative Q-learning☆420Updated 3 years ago
- ☆242Updated 2 years ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆298Updated 9 months ago
- ☆191Updated last year
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆162Updated 6 months ago
- Deep Transformer Q-Networks for Partially Observable Reinforcement Learning☆151Updated 6 months ago
- ☆209Updated last month
- A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartP…☆107Updated 10 months ago
- Implementation of Trajectory Transformer with attention caching and batched beam search☆108Updated last year
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆185Updated 4 months ago
- A collection of offline reinforcement learning algorithms.☆164Updated last month
- PyTorch implementation of DreamerV2 model-based RL algorithm☆214Updated last year
- Level-based Foraging (LBF): A multi-agent environment for RL☆169Updated 4 months ago
- PyTorch implementation of SAC-Discrete.☆293Updated 5 months ago
- PyTorch implementation of GAIL and AIRL based on PPO.☆204Updated 4 years ago
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆310Updated 4 months ago
- Baseline implementation of recurrent PPO using truncated BPTT☆132Updated 8 months ago
- ☆365Updated last year
- A collection of MARL benchmarks based on TorchRL☆325Updated this week
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆330Updated last week
- Partially Observable Process Gym☆170Updated 6 months ago
- Implementation of Dreamer v3 in pytorch.☆465Updated 3 months ago
- A simple implementation of Generative Adversarial Imitation Learning with PyTorch☆144Updated 2 years ago
- PyTorch implementation of FQF, IQN and QR-DQN.☆166Updated 5 months ago
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆339Updated last year