s-marton / SYMPOLLinks
(ICLR 2025) Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization
☆25Updated last year
Alternatives and similar repositories for SYMPOL
Users that are interested in SYMPOL are comparing it to the libraries listed below
Sorting:
- ☆66Updated 7 months ago
 - Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆110Updated last year
 - Official implementation of the NeurIPS 2023 paper "Discovering General Reinforcement Learning Algorithms with Adversarial Environment Des…☆32Updated last year
 - Repository for "Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics" …☆19Updated last year
 - Drop-in environment replacements that make your RL algorithm train faster.☆21Updated last year
 - Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces☆43Updated last year
 - [ICLR 2025] Learning Transformer-based World Models with Contrastive Predictive Coding (TWISTER)☆39Updated 7 months ago
 - Interpreting how transformers simulate agents performing RL tasks☆88Updated 2 years ago
 - [ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models☆80Updated 3 months ago
 - ☆14Updated last year
 - A Playground for Tabular Foundation Models☆30Updated 2 weeks ago
 - ☆18Updated last year
 - Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…☆19Updated 11 months ago
 - ☆230Updated this week
 - [ICLR 2025] Official implementation of DICL (Disentangled In-Context Learning), featured in the paper "Zero-shot Model-based Reinforcemen…☆27Updated 8 months ago
 - Discovering Quality-Diversity Algorithms via Meta-Black-Box Optimization☆20Updated 2 weeks ago
 - Official code of the paper "BISCUIT: Causal Representation Learning from Binary Interactions" (UAI 2023)☆37Updated last year
 - ☆57Updated 3 weeks ago
 - Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)☆42Updated last year
 - [NeurIPS 2025] What Makes a Reward Model a Good Teacher? An Optimization Perspective☆38Updated last month
 - Unofficial implementation of Conformal Language Modeling by Quach et al☆29Updated 2 years ago
 - We develop world models that can be adapted with natural language. Intergrating these models into artificial agents allows humans to effe…☆24Updated last year
 - Official implementation of Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning (NeurIPS 2024).☆25Updated 8 months ago
 - This repository is the official implementation of the TRAC optimizer in Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement …☆32Updated 6 months ago
 - ☆18Updated last year
 - ☆34Updated 2 years ago
 - Official repository of the paper "Efficient Neural Causal Discovery without Acyclicity Constraints"☆86Updated last year
 - Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆60Updated last year
 - ☆13Updated last year
 - [ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Lan…☆179Updated 3 months ago