chamorajg / pl-dreamer
Simplistic Pytorch Implementation of the Dreamer-RL
☆20Updated 2 years ago
Related projects: ⓘ
- Docker containers of baseline agents for the Crafter environment☆27Updated 2 years ago
- Generalised UDRL☆37Updated 2 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆39Updated last year
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆30Updated 4 years ago
- Learning Robust Dynamics Through Variational Sparse Gating☆20Updated last year
- My Body Is A Cage☆37Updated 3 years ago
- Latent World Models For Intrinsically Motivated Exploration | Official repository☆21Updated 3 years ago
- Sandbox environment for generalizable agent research☆22Updated 2 years ago
- Episodic Control☆19Updated last year
- JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"☆43Updated 3 years ago
- MineRL Navigate Video Dataset☆8Updated 3 years ago
- ☆34Updated last year
- ☆41Updated 3 years ago
- GPT implementation in Flax☆18Updated 2 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆49Updated 2 years ago
- Change-Based Exploration Transfer☆35Updated 2 years ago
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆44Updated last year
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆83Updated 7 months ago
- ☆11Updated this week
- Reinforcement Learning with Latent Flow☆42Updated 3 years ago
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning☆13Updated last year
- Code for "Possibility Before Utility: Learning And Using Hierarchical Affordances" ICLR 2022☆13Updated 2 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆83Updated 3 years ago
- Reward shaping approach for instruction following settings, leveraging language at multiple levels of abstraction.☆17Updated 3 years ago
- Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020☆25Updated 4 years ago
- Model-Based Reinforcement Learning via Latent-Space Collocation.☆31Updated last year
- Accelerated replay buffers in JAX☆39Updated 2 years ago
- Standardized Minecraft Diamond Environment for Reinforcement Learning☆24Updated last year
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆77Updated 2 years ago
- ☆10Updated 5 months ago