conftrace_

partial identifiability

3 papers

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Co-occurring keywords

reward function (291) structural causal model (184) worst-case distribution shift (1) causal model (57) policy optimisation (2) hyperbolic discounting (4) robust risk (4) expert demonstration (38) reward learning (68) preference inference (11)

Papers

Partial Identifiability in Inverse Reinforcement Learning for Agents with Non-Exponential Discounting AAAI 2025
Achievable distributional robustness when the robust risk is only partially identified NIPS 2024
Invariance in Policy Optimisation and Partial Identifiability in Reward Learning ICML 2023