Reinforcement Learning for Symbolic Equation Solving
cs.LG
Submitted: 2026-08-31
Updated: 2026-08-31
Code: https://github.com/Khev/abel-rl-env
Terminology
Sources
- RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization
- Actor-Curator: Co-adaptive Curriculum Learning via Policy-Improvement Bandits for RL Post-Training
- Curiosity-driven RL for symbolic equation solving
- Proximal Policy Optimization Algorithms
- Hindsight-Anchored Policy Optimization: Learning Through Hindsight with Thompson Sampling-Inspired Adaptive Gating
- Random Scaling of Emergent Capabilities
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