kc-ml2 / SimpleDreamerLinks
A Simplified Pytorch Version of the Dreamer Algorithm
☆128Updated last year
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☆193Updated 2 weeks ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆126Updated 3 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆219Updated 2 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆166Updated 5 months ago
- Benchmarking RL generalization in an interpretable way.☆157Updated last week
- Evaluating long-term memory of reinforcement learning algorithms☆143Updated 2 years ago
- Implementation of Trajectory Transformer with attention caching and batched beam search☆111Updated 2 years ago
- Goal-Conditioned Reinforcement Learning with JAX☆169Updated last month
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆303Updated last year
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆180Updated last year
- Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite☆39Updated 2 years ago
- ☆93Updated 4 months ago
- Deep Hierarchical Planning from Pixels☆103Updated 2 years ago
- Representation Learning for RL☆126Updated 2 years ago
- A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartP…☆113Updated last year
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 3 years ago
- Prioritized Experience Replay implementation with proportional prioritization☆81Updated last year
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆75Updated last year
- Author's PyTorch implementation of TD7 for online and offline RL☆145Updated last year
- Diversity is All You Need: Learning Skills without a Reward Function in PyTorch.☆68Updated last year
- Transformer-based World Models☆82Updated 2 years ago
- Clean single-file implementation of offline RL algorithms in JAX☆146Updated 6 months ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆80Updated 2 years ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆100Updated 7 months ago
- PyTorch Implementation of the Maximum a Posteriori Policy Optimisation☆76Updated 2 years ago
- Simple maze environments using mujoco-py☆57Updated last year
- Gridworld domains in the gym interface☆28Updated 8 months ago
- Baseline implementation of recurrent PPO using truncated BPTT☆148Updated last year
- Simple single-file baselines for Q-Learning in pure-GPU setting☆172Updated 3 months ago
- DMControl Generalization Benchmark☆171Updated last year