kc-ml2 / SimpleDreamerLinks
A Simplified Pytorch Version of the Dreamer Algorithm
☆141Updated 2 years ago
Alternatives and similar repositories for SimpleDreamer
Users that are interested in SimpleDreamer are comparing it to the libraries listed below
Sorting:
- Partially Observable Process Gym☆205Updated 5 months ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆233Updated 2 years ago
- Online Goal-Conditioned Reinforcement Learning in JAX. ICLR 2025 Spotlight.☆192Updated last month
- Evaluating long-term memory of reinforcement learning algorithms☆151Updated 2 years ago
- Benchmarking RL generalization in an interpretable way.☆168Updated this week
- ☆110Updated 8 months ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆132Updated 3 years ago
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆80Updated last year
- ☆292Updated 3 years ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆212Updated this week
- Challenging Memory-based Deep Reinforcement Learning Agents☆104Updated last year
- Implementation of Trajectory Transformer with attention caching and batched beam search☆116Updated 2 years ago
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆195Updated last year
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆316Updated last year
- Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite☆44Updated 2 years ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆101Updated last month
- Deep Hierarchical Planning from Pixels☆109Updated 2 years ago
- Skeleton for scalable and flexible Jax RL implementations☆90Updated 2 years ago
- Clean single-file implementation of offline RL algorithms in JAX☆160Updated 10 months ago
- Representation Learning for RL☆128Updated 2 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆153Updated 2 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆166Updated 9 months ago
- ☆45Updated 2 years ago
- Transformer-based World Models☆86Updated 2 years ago
- PyTorch Implementation of the Maximum a Posteriori Policy Optimisation☆78Updated 2 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆102Updated 3 years ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆91Updated 11 months ago
- Baseline implementation of recurrent PPO using truncated BPTT☆156Updated last year
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆81Updated 2 years ago
- Jax-Baseline is a Reinforcement Learning implementation using JAX and Flax/Haiku libraries, mirroring the functionality of Stable-Baselin…☆61Updated last month