agarwl

neural_additive_models

Repo for open sourcing the NAMs.

pse

Website for "Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning"

agarwl.github.io

Awesome-LLM-Long-Context-Modeling

📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

neural-symbolic-machines

Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.

neural_additive_models-1

stand alone Neural Additive Models, forked from google-reasearch for easy import to colab

off_policy_mujoco

PyTorch implementation of BCQ for "Off-Policy Deep Reinforcement Learning without Exploration"

iup

Webpage for Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement Learning

rl_benchmark_scores

Raw scores for all papers for various benchmarks for reliable evaluation.

google-research

Google Research

reincarnating_rl

rliable

scala-open-letter.github.io

spr

Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"

auto-drac

Automatic Data-Regularized Actor-Critic (Auto-DrAC)

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

github-buttons

Showcase the success of any GitHub repo or user with these simple, static buttons with dynamic counts.

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

handful-of-trials

Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

interpret

Fit interpretable models. Explain blackbox machine learning.

merl

Meta Reward Learning

netrand

Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning / ICLR 2020

neural-additive-models.github.io

offline-rl.github.io

planet

Deep Planning Network: Control from pixels by latent planning with learned dynamics

procgen

Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments

python-bloom-filter

Bloom filter for Python

reincarnating_rl_tmp

Open source code for reusing prior computational work in RL.

shields

Concise, consistent, and legible badges in SVG and raster format

tensorflow-value-iteration-networks

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper