toybox-rs / Toybox
The Machine Learning Toybox for testing the behavior of autonomous agents.
☆27Updated 2 years ago
Alternatives and similar repositories for Toybox:
Users that are interested in Toybox are comparing it to the libraries listed below
- Simple tools for statistical analyses in RL experiments☆66Updated 6 years ago
- ☆85Updated 4 years ago
- Implementation of the Box-World environment from the paper "Relational Deep Reinforcement Learning"☆45Updated last year
- Convert DeepMind Control Suite to OpenAI gym environments.☆83Updated 5 years ago
- Modifiable OpenAI Gym environments for studying generalization in RL☆87Updated 6 years ago
- Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations☆49Updated 2 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆61Updated last year
- Proximal Policy Optimization with Stein Control Variates:☆33Updated 7 years ago
- ☆85Updated 3 years ago
- Code for experimenting with state and action abstractions in reinforcement learning.☆30Updated 4 years ago
- krazy grid world☆25Updated 5 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
- A curated list of reinforcement learning environments and frameworks.☆50Updated 6 years ago
- Efficient Exploration via State Marginal Matching (2019)☆67Updated 5 years ago
- ☆20Updated 5 years ago
- AGAC: Adversarially Guided Actor-Critic☆48Updated 3 years ago
- Implementation of the Fast Efficient Hyperparameter Tuning for Policy Gradient Methods https://arxiv.org/abs/1902.06583☆18Updated 5 years ago
- Code for the paper, "Learning Human Objectives by Evaluating Hypothetical Behavior"☆83Updated 5 years ago
- ☆44Updated 6 years ago
- Vectorization techniques for fast population-based training.☆55Updated 2 years ago
- Continual Reinforcement Learning in 3D Non-stationary Environments☆37Updated 5 years ago
- Customisable 3D environment for assessing generalisation in Reinforcement Learning.☆65Updated last year
- ☆22Updated 3 years ago
- Revisiting Rainbow☆74Updated 3 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020☆25Updated 4 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆53Updated 2 years ago
- MetaGenRL, a novel meta reinforcement learning algorithm. Unlike prior work, MetaGenRL can generalize to new environments that are entire…☆67Updated 4 years ago
- Hierarchical Self-Play☆21Updated 6 years ago
- A3C style Option-Critic with deliberation cost☆39Updated 7 years ago